MINLPLib

A Library of Mixed-Integer and Continuous Nonlinear Programming Instances

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Instance kan_r3_h1_n3

Optimization of a trained Kolmogorov-Arnold Network as a surrogate model of the 3-dimensional Rosenbrock function
Formats ams gms mod nl osil py
Primal Bounds (infeas ≤ 1e-08)
-0.01328007 p1 ( gdx sol )
(infeas: 1e-13)
Other points (infeas > 1e-08)  
Dual Bounds
-0.01365486 (SCIP)
References Karia, Tanuj, Lastrucci, Giacomo, and Schweidtmann, Artur M., Deterministic Global Optimization over trained Kolmogorov Arnold Networks, Tech. Rep., 2025.
Application Machine Learning
Added to library 07 May 2025
Problem type MBNLP
#Variables 848
#Binary Variables 216
#Integer Variables 0
#Nonlinear Variables 624
#Nonlinear Binary Variables 216
#Nonlinear Integer Variables 0
Objective Sense min
Objective type linear
Objective curvature linear
#Nonzeros in Objective 1
#Nonlinear Nonzeros in Objective 0
#Constraints 1109
#Linear Constraints 521
#Quadratic Constraints 576
#Polynomial Constraints 0
#Signomial Constraints 0
#General Nonlinear Constraints 12
Operands in Gen. Nonlin. Functions div exp
Constraints curvature indefinite
#Nonzeros in Jacobian 4230
#Nonlinear Nonzeros in Jacobian 1740
#Nonzeros in (Upper-Left) Hessian of Lagrangian 1236
#Nonzeros in Diagonal of Hessian of Lagrangian 12
#Blocks in Hessian of Lagrangian 12
Minimal blocksize in Hessian of Lagrangian 52
Maximal blocksize in Hessian of Lagrangian 52
Average blocksize in Hessian of Lagrangian 52.0
#Semicontinuities 0
#Nonlinear Semicontinuities 0
#SOS type 1 0
#SOS type 2 0
Minimal coefficient 1.2550e-05
Maximal coefficient 9.7022e+02
Infeasibility of initial point 981.3
Sparsity Jacobian Sparsity of Objective Gradient and Jacobian
Sparsity Hessian of Lagrangian Sparsity of Hessian of Lagrangian

$offlisting
*
* Equation counts
*     Total        E        G        L        N        X        C        B
*      1110      678        0      432        0        0        0        0
*
* Variable counts
*                  x        b        i      s1s      s2s       sc       si
*     Total     cont   binary  integer     sos1     sos2    scont     sint
*       849      633      216        0        0        0        0        0
* FX      0
*
* Nonzero counts
*     Total    const       NL
*      4232     2492     1740

* Solve m using MINLP minimizing objvar;

Variables
    b1,b2,b3,b4,b5,b6,b7,b8,b9,b10,b11,b12,b13,b14,b15,b16,b17,b18,b19,b20,b21,
    b22,b23,b24,b25,b26,b27,b28,b29,b30,b31,b32,b33,b34,b35,b36,b37,b38,b39,b40,
    b41,b42,b43,b44,b45,b46,b47,b48,b49,b50,b51,b52,b53,b54,b55,b56,b57,b58,b59,
    b60,b61,b62,b63,b64,b65,b66,b67,b68,b69,b70,b71,b72,b73,b74,b75,b76,b77,b78,
    b79,b80,b81,b82,b83,b84,b85,b86,b87,b88,b89,b90,b91,b92,b93,b94,b95,b96,b97,
    b98,b99,b100,b101,b102,b103,b104,b105,b106,b107,b108,b109,b110,b111,b112,
    b113,b114,b115,b116,b117,b118,b119,b120,b121,b122,b123,b124,b125,b126,b127,
    b128,b129,b130,b131,b132,b133,b134,b135,b136,b137,b138,b139,b140,b141,b142,
    b143,b144,b145,b146,b147,b148,b149,b150,b151,b152,b153,b154,b155,b156,b157,
    b158,b159,b160,b161,b162,b163,b164,b165,b166,b167,b168,b169,b170,b171,b172,
    b173,b174,b175,b176,b177,b178,b179,b180,b181,b182,b183,b184,b185,b186,b187,
    b188,b189,b190,b191,b192,b193,b194,b195,b196,b197,b198,b199,b200,b201,b202,
    b203,b204,b205,b206,b207,b208,b209,b210,b211,b212,b213,b214,b215,b216,x217,
    x218,x219,x220,x221,x222,x223,x224,x225,x226,x227,x228,x229,x230,x231,x232,
    x233,x234,x235,x236,x237,x238,x239,x240,x241,x242,x243,x244,x245,x246,x247,
    x248,x249,x250,x251,x252,x253,x254,x255,x256,x257,x258,x259,x260,x261,x262,
    x263,x264,x265,x266,x267,x268,x269,x270,x271,x272,x273,x274,x275,x276,x277,
    x278,x279,x280,x281,x282,x283,x284,x285,x286,x287,x288,x289,x290,x291,x292,
    x293,x294,x295,x296,x297,x298,x299,x300,x301,x302,x303,x304,x305,x306,x307,
    x308,x309,x310,x311,x312,x313,x314,x315,x316,x317,x318,x319,x320,x321,x322,
    x323,x324,x325,x326,x327,x328,x329,x330,x331,x332,x333,x334,x335,x336,x337,
    x338,x339,x340,x341,x342,x343,x344,x345,x346,x347,x348,x349,x350,x351,x352,
    x353,x354,x355,x356,x357,x358,x359,x360,x361,x362,x363,x364,x365,x366,x367,
    x368,x369,x370,x371,x372,x373,x374,x375,x376,x377,x378,x379,x380,x381,x382,
    x383,x384,x385,x386,x387,x388,x389,x390,x391,x392,x393,x394,x395,x396,x397,
    x398,x399,x400,x401,x402,x403,x404,x405,x406,x407,x408,x409,x410,x411,x412,
    x413,x414,x415,x416,x417,x418,x419,x420,x421,x422,x423,x424,x425,x426,x427,
    x428,x429,x430,x431,x432,x433,x434,x435,x436,x437,x438,x439,x440,x441,x442,
    x443,x444,x445,x446,x447,x448,x449,x450,x451,x452,x453,x454,x455,x456,x457,
    x458,x459,x460,x461,x462,x463,x464,x465,x466,x467,x468,x469,x470,x471,x472,
    x473,x474,x475,x476,x477,x478,x479,x480,x481,x482,x483,x484,x485,x486,x487,
    x488,x489,x490,x491,x492,x493,x494,x495,x496,x497,x498,x499,x500,x501,x502,
    x503,x504,x505,x506,x507,x508,x509,x510,x511,x512,x513,x514,x515,x516,x517,
    x518,x519,x520,x521,x522,x523,x524,x525,x526,x527,x528,x529,x530,x531,x532,
    x533,x534,x535,x536,x537,x538,x539,x540,x541,x542,x543,x544,x545,x546,x547,
    x548,x549,x550,x551,x552,x553,x554,x555,x556,x557,x558,x559,x560,x561,x562,
    x563,x564,x565,x566,x567,x568,x569,x570,x571,x572,x573,x574,x575,x576,x577,
    x578,x579,x580,x581,x582,x583,x584,x585,x586,x587,x588,x589,x590,x591,x592,
    x593,x594,x595,x596,x597,x598,x599,x600,x601,x602,x603,x604,x605,x606,x607,
    x608,x609,x610,x611,x612,x613,x614,x615,x616,x617,x618,x619,x620,x621,x622,
    x623,x624,x625,x626,x627,x628,x629,x630,x631,x632,x633,x634,x635,x636,x637,
    x638,x639,x640,x641,x642,x643,x644,x645,x646,x647,x648,x649,x650,x651,x652,
    x653,x654,x655,x656,x657,x658,x659,x660,x661,x662,x663,x664,x665,x666,x667,
    x668,x669,x670,x671,x672,x673,x674,x675,x676,x677,x678,x679,x680,x681,x682,
    x683,x684,x685,x686,x687,x688,x689,x690,x691,x692,x693,x694,x695,x696,x697,
    x698,x699,x700,x701,x702,x703,x704,x705,x706,x707,x708,x709,x710,x711,x712,
    x713,x714,x715,x716,x717,x718,x719,x720,x721,x722,x723,x724,x725,x726,x727,
    x728,x729,x730,x731,x732,x733,x734,x735,x736,x737,x738,x739,x740,x741,x742,
    x743,x744,x745,x746,x747,x748,x749,x750,x751,x752,x753,x754,x755,x756,x757,
    x758,x759,x760,x761,x762,x763,x764,x765,x766,x767,x768,x769,x770,x771,x772,
    x773,x774,x775,x776,x777,x778,x779,x780,x781,x782,x783,x784,x785,x786,x787,
    x788,x789,x790,x791,x792,objvar,x794,x795,x796,x797,x798,x799,x800,x801,
    x802,x803,x804,x805,x806,x807,x808,x809,x810,x811,x812,x813,x814,x815,x816,
    x817,x818,x819,x820,x821,x822,x823,x824,x825,x826,x827,x828,x829,x830,x831,
    x832,x833,x834,x835,x836,x837,x838,x839,x840,x841,x842,x843,x844,x845,x846,
    x847,x848,x849;

Positive Variables
    x217,x218,x219,x220,x221,x222,x223,x224,x225,x226,x227,x228,x229,x230,x231,
    x232,x233,x234,x235,x236,x237,x238,x239,x240,x241,x242,x243,x244,x245,x246,
    x247,x248,x249,x250,x251,x252,x253,x254,x255,x256,x257,x258,x259,x260,x261,
    x262,x263,x264,x265,x266,x267,x268,x269,x270,x271,x272,x273,x274,x275,x276,
    x277,x278,x279,x280,x281,x282,x283,x284,x285,x286,x287,x288,x289,x290,x291,
    x292,x293,x294,x295,x296,x297,x298,x299,x300,x301,x302,x303,x304,x305,x306,
    x307,x308,x309,x310,x311,x312,x313,x314,x315,x316,x317,x318,x319,x320,x321,
    x322,x323,x324,x325,x326,x327,x328,x329,x330,x331,x332,x333,x334,x335,x336,
    x337,x338,x339,x340,x341,x342,x343,x344,x345,x346,x347,x348,x349,x350,x351,
    x352,x353,x354,x355,x356,x357,x358,x359,x360,x361,x362,x363,x364,x365,x366,
    x367,x368,x369,x370,x371,x372,x373,x374,x375,x376,x377,x378,x379,x380,x381,
    x382,x383,x384,x385,x386,x387,x388,x389,x390,x391,x392,x393,x394,x395,x396,
    x397,x398,x399,x400,x401,x402,x403,x404,x405,x406,x407,x408,x409,x410,x411,
    x412,x413,x414,x415,x416,x417,x418,x419,x420,x421,x422,x423,x424,x425,x426,
    x427,x428,x429,x430,x431,x432,x433,x434,x435,x436,x437,x438,x439,x440,x441,
    x442,x443,x444,x445,x446,x447,x448,x449,x450,x451,x452,x453,x454,x455,x456,
    x457,x458,x459,x460,x461,x462,x463,x464,x465,x466,x467,x468,x469,x470,x471,
    x472,x473,x474,x475,x476,x477,x478,x479,x480,x481,x482,x483,x484,x485,x486,
    x487,x488,x489,x490,x491,x492,x493,x494,x495,x496,x497,x498,x499,x500,x501,
    x502,x503,x504,x505,x506,x507,x508,x509,x510,x511,x512,x513,x514,x515,x516,
    x517,x518,x519,x520,x521,x522,x523,x524,x525,x526,x527,x528,x529,x530,x531,
    x532,x533,x534,x535,x536,x537,x538,x539,x540,x541,x542,x543,x544,x545,x546,
    x547,x548,x549,x550,x551,x552,x553,x554,x555,x556,x557,x558,x559,x560,x561,
    x562,x563,x564,x565,x566,x567,x568,x569,x570,x571,x572,x573,x574,x575,x576,
    x577,x578,x579,x580,x581,x582,x583,x584,x585,x586,x587,x588,x589,x590,x591,
    x592,x593,x594,x595,x596,x597,x598,x599,x600,x601,x602,x603,x604,x605,x606,
    x607,x608,x609,x610,x611,x612,x613,x614,x615,x616,x617,x618,x619,x620,x621,
    x622,x623,x624,x625,x626,x627,x628,x629,x630,x631,x632,x633,x634,x635,x636,
    x637,x638,x639,x640,x641,x642,x643,x644,x645,x646,x647,x648,x649,x650,x651,
    x652,x653,x654,x655,x656,x657,x658,x659,x660,x661,x662,x663,x664,x665,x666,
    x667,x668,x669,x670,x671,x672,x673,x674,x675,x676,x677,x678,x679,x680,x681,
    x682,x683,x684,x685,x686,x687,x688,x689,x690,x691,x692,x693,x694,x695,x696,
    x697,x698,x699,x700,x701,x702,x703,x704,x705,x706,x707,x708,x709,x710,x711,
    x712,x713,x714,x715,x716,x717,x718,x719,x720,x721,x722,x723,x724,x725,x726,
    x727,x728,x729,x730,x731,x732,x733,x734,x735,x736,x737,x738,x739,x740,x741,
    x742,x743,x744,x745,x746,x747,x748,x749,x750,x751,x752,x753,x754,x755,x756,
    x757,x758,x759,x760,x761,x762,x763,x764,x765,x766,x767,x768,x769,x770,x771,
    x772,x773,x774,x775,x776,x777,x778,x779,x780,x781,x782,x783,x784,x785,x786,
    x787,x788,x789,x790,x791,x792;

Binary Variables
    b1,b2,b3,b4,b5,b6,b7,b8,b9,b10,b11,b12,b13,b14,b15,b16,b17,b18,b19,b20,b21,
    b22,b23,b24,b25,b26,b27,b28,b29,b30,b31,b32,b33,b34,b35,b36,b37,b38,b39,b40,
    b41,b42,b43,b44,b45,b46,b47,b48,b49,b50,b51,b52,b53,b54,b55,b56,b57,b58,b59,
    b60,b61,b62,b63,b64,b65,b66,b67,b68,b69,b70,b71,b72,b73,b74,b75,b76,b77,b78,
    b79,b80,b81,b82,b83,b84,b85,b86,b87,b88,b89,b90,b91,b92,b93,b94,b95,b96,b97,
    b98,b99,b100,b101,b102,b103,b104,b105,b106,b107,b108,b109,b110,b111,b112,
    b113,b114,b115,b116,b117,b118,b119,b120,b121,b122,b123,b124,b125,b126,b127,
    b128,b129,b130,b131,b132,b133,b134,b135,b136,b137,b138,b139,b140,b141,b142,
    b143,b144,b145,b146,b147,b148,b149,b150,b151,b152,b153,b154,b155,b156,b157,
    b158,b159,b160,b161,b162,b163,b164,b165,b166,b167,b168,b169,b170,b171,b172,
    b173,b174,b175,b176,b177,b178,b179,b180,b181,b182,b183,b184,b185,b186,b187,
    b188,b189,b190,b191,b192,b193,b194,b195,b196,b197,b198,b199,b200,b201,b202,
    b203,b204,b205,b206,b207,b208,b209,b210,b211,b212,b213,b214,b215,b216;

Equations
    e1,e2,e3,e4,e5,e6,e7,e8,e9,e10,e11,e12,e13,e14,e15,e16,e17,e18,e19,e20,e21,
    e22,e23,e24,e25,e26,e27,e28,e29,e30,e31,e32,e33,e34,e35,e36,e37,e38,e39,e40,
    e41,e42,e43,e44,e45,e46,e47,e48,e49,e50,e51,e52,e53,e54,e55,e56,e57,e58,e59,
    e60,e61,e62,e63,e64,e65,e66,e67,e68,e69,e70,e71,e72,e73,e74,e75,e76,e77,e78,
    e79,e80,e81,e82,e83,e84,e85,e86,e87,e88,e89,e90,e91,e92,e93,e94,e95,e96,e97,
    e98,e99,e100,e101,e102,e103,e104,e105,e106,e107,e108,e109,e110,e111,e112,
    e113,e114,e115,e116,e117,e118,e119,e120,e121,e122,e123,e124,e125,e126,e127,
    e128,e129,e130,e131,e132,e133,e134,e135,e136,e137,e138,e139,e140,e141,e142,
    e143,e144,e145,e146,e147,e148,e149,e150,e151,e152,e153,e154,e155,e156,e157,
    e158,e159,e160,e161,e162,e163,e164,e165,e166,e167,e168,e169,e170,e171,e172,
    e173,e174,e175,e176,e177,e178,e179,e180,e181,e182,e183,e184,e185,e186,e187,
    e188,e189,e190,e191,e192,e193,e194,e195,e196,e197,e198,e199,e200,e201,e202,
    e203,e204,e205,e206,e207,e208,e209,e210,e211,e212,e213,e214,e215,e216,e217,
    e218,e219,e220,e221,e222,e223,e224,e225,e226,e227,e228,e229,e230,e231,e232,
    e233,e234,e235,e236,e237,e238,e239,e240,e241,e242,e243,e244,e245,e246,e247,
    e248,e249,e250,e251,e252,e253,e254,e255,e256,e257,e258,e259,e260,e261,e262,
    e263,e264,e265,e266,e267,e268,e269,e270,e271,e272,e273,e274,e275,e276,e277,
    e278,e279,e280,e281,e282,e283,e284,e285,e286,e287,e288,e289,e290,e291,e292,
    e293,e294,e295,e296,e297,e298,e299,e300,e301,e302,e303,e304,e305,e306,e307,
    e308,e309,e310,e311,e312,e313,e314,e315,e316,e317,e318,e319,e320,e321,e322,
    e323,e324,e325,e326,e327,e328,e329,e330,e331,e332,e333,e334,e335,e336,e337,
    e338,e339,e340,e341,e342,e343,e344,e345,e346,e347,e348,e349,e350,e351,e352,
    e353,e354,e355,e356,e357,e358,e359,e360,e361,e362,e363,e364,e365,e366,e367,
    e368,e369,e370,e371,e372,e373,e374,e375,e376,e377,e378,e379,e380,e381,e382,
    e383,e384,e385,e386,e387,e388,e389,e390,e391,e392,e393,e394,e395,e396,e397,
    e398,e399,e400,e401,e402,e403,e404,e405,e406,e407,e408,e409,e410,e411,e412,
    e413,e414,e415,e416,e417,e418,e419,e420,e421,e422,e423,e424,e425,e426,e427,
    e428,e429,e430,e431,e432,e433,e434,e435,e436,e437,e438,e439,e440,e441,e442,
    e443,e444,e445,e446,e447,e448,e449,e450,e451,e452,e453,e454,e455,e456,e457,
    e458,e459,e460,e461,e462,e463,e464,e465,e466,e467,e468,e469,e470,e471,e472,
    e473,e474,e475,e476,e477,e478,e479,e480,e481,e482,e483,e484,e485,e486,e487,
    e488,e489,e490,e491,e492,e493,e494,e495,e496,e497,e498,e499,e500,e501,e502,
    e503,e504,e505,e506,e507,e508,e509,e510,e511,e512,e513,e514,e515,e516,e517,
    e518,e519,e520,e521,e522,e523,e524,e525,e526,e527,e528,e529,e530,e531,e532,
    e533,e534,e535,e536,e537,e538,e539,e540,e541,e542,e543,e544,e545,e546,e547,
    e548,e549,e550,e551,e552,e553,e554,e555,e556,e557,e558,e559,e560,e561,e562,
    e563,e564,e565,e566,e567,e568,e569,e570,e571,e572,e573,e574,e575,e576,e577,
    e578,e579,e580,e581,e582,e583,e584,e585,e586,e587,e588,e589,e590,e591,e592,
    e593,e594,e595,e596,e597,e598,e599,e600,e601,e602,e603,e604,e605,e606,e607,
    e608,e609,e610,e611,e612,e613,e614,e615,e616,e617,e618,e619,e620,e621,e622,
    e623,e624,e625,e626,e627,e628,e629,e630,e631,e632,e633,e634,e635,e636,e637,
    e638,e639,e640,e641,e642,e643,e644,e645,e646,e647,e648,e649,e650,e651,e652,
    e653,e654,e655,e656,e657,e658,e659,e660,e661,e662,e663,e664,e665,e666,e667,
    e668,e669,e670,e671,e672,e673,e674,e675,e676,e677,e678,e679,e680,e681,e682,
    e683,e684,e685,e686,e687,e688,e689,e690,e691,e692,e693,e694,e695,e696,e697,
    e698,e699,e700,e701,e702,e703,e704,e705,e706,e707,e708,e709,e710,e711,e712,
    e713,e714,e715,e716,e717,e718,e719,e720,e721,e722,e723,e724,e725,e726,e727,
    e728,e729,e730,e731,e732,e733,e734,e735,e736,e737,e738,e739,e740,e741,e742,
    e743,e744,e745,e746,e747,e748,e749,e750,e751,e752,e753,e754,e755,e756,e757,
    e758,e759,e760,e761,e762,e763,e764,e765,e766,e767,e768,e769,e770,e771,e772,
    e773,e774,e775,e776,e777,e778,e779,e780,e781,e782,e783,e784,e785,e786,e787,
    e788,e789,e790,e791,e792,e793,e794,e795,e796,e797,e798,e799,e800,e801,e802,
    e803,e804,e805,e806,e807,e808,e809,e810,e811,e812,e813,e814,e815,e816,e817,
    e818,e819,e820,e821,e822,e823,e824,e825,e826,e827,e828,e829,e830,e831,e832,
    e833,e834,e835,e836,e837,e838,e839,e840,e841,e842,e843,e844,e845,e846,e847,
    e848,e849,e850,e851,e852,e853,e854,e855,e856,e857,e858,e859,e860,e861,e862,
    e863,e864,e865,e866,e867,e868,e869,e870,e871,e872,e873,e874,e875,e876,e877,
    e878,e879,e880,e881,e882,e883,e884,e885,e886,e887,e888,e889,e890,e891,e892,
    e893,e894,e895,e896,e897,e898,e899,e900,e901,e902,e903,e904,e905,e906,e907,
    e908,e909,e910,e911,e912,e913,e914,e915,e916,e917,e918,e919,e920,e921,e922,
    e923,e924,e925,e926,e927,e928,e929,e930,e931,e932,e933,e934,e935,e936,e937,
    e938,e939,e940,e941,e942,e943,e944,e945,e946,e947,e948,e949,e950,e951,e952,
    e953,e954,e955,e956,e957,e958,e959,e960,e961,e962,e963,e964,e965,e966,e967,
    e968,e969,e970,e971,e972,e973,e974,e975,e976,e977,e978,e979,e980,e981,e982,
    e983,e984,e985,e986,e987,e988,e989,e990,e991,e992,e993,e994,e995,e996,e997,
    e998,e999,e1000,e1001,e1002,e1003,e1004,e1005,e1006,e1007,e1008,e1009,e1010,
    e1011,e1012,e1013,e1014,e1015,e1016,e1017,e1018,e1019,e1020,e1021,e1022,
    e1023,e1024,e1025,e1026,e1027,e1028,e1029,e1030,e1031,e1032,e1033,e1034,
    e1035,e1036,e1037,e1038,e1039,e1040,e1041,e1042,e1043,e1044,e1045,e1046,
    e1047,e1048,e1049,e1050,e1051,e1052,e1053,e1054,e1055,e1056,e1057,e1058,
    e1059,e1060,e1061,e1062,e1063,e1064,e1065,e1066,e1067,e1068,e1069,e1070,
    e1071,e1072,e1073,e1074,e1075,e1076,e1077,e1078,e1079,e1080,e1081,e1082,
    e1083,e1084,e1085,e1086,e1087,e1088,e1089,e1090,e1091,e1092,e1093,e1094,
    e1095,e1096,e1097,e1098,e1099,e1100,e1101,e1102,e1103,e1104,e1105,e1106,
    e1107,e1108,e1109,e1110;

e1..  x794 - x795 - x796 - x797 =E= 0.6985128819887467;
e2..  x798 - x799 - x800 - x801 =E= 0.2282950056555766;
e3..  x802 - x803 - x804 - x805 =E= 0.03711795264890322;
e4..  1.1820050972453957 * x806 - x807 =E= 0.032212584072930546;
e5..  1.1829802422633118 * x808 - x809 =E= -0.041069570755708745;
e6..  1.182127568480232 * x810 - x811 =E= 0.008167971903433187;
e7..  -x806 + x812 =E= 0;
e8..  -x806 + x813 =E= 0;
e9..  -x808 + x814 =E= 0;
e10..  -x808 + x815 =E= 0;
e11..  -x810 + x816 =E= 0;
e12..  -x810 + x817 =E= 0;
e13..  -x806 =L= 2.584094118472698;
e14..  4.930290947522227 * b1 + x806 =L= 2.6362139436096603;
e15..  0.2900171145601309 * b2 - x806 =L= 2.584094118472698;
e16..  4.640273832962096 * b2 + x806 =L= 2.6362139436096603;
e17..  0.5800342291202618 * b3 - x806 =L= 2.584094118472698;
e18..  4.350256718401965 * b3 + x806 =L= 2.6362139436096603;
e19..  0.8700513436803929 * b4 - x806 =L= 2.584094118472698;
e20..  4.0602396038418345 * b4 + x806 =L= 2.6362139436096603;
e21..  1.160068458240524 * b5 - x806 =L= 2.584094118472698;
e22..  3.7702224892817036 * b5 + x806 =L= 2.6362139436096603;
e23..  1.450085572800655 * b6 - x806 =L= 2.584094118472698;
e24..  3.4802053747215727 * b6 + x806 =L= 2.6362139436096603;
e25..  1.740102687360786 * b7 - x806 =L= 2.584094118472698;
e26..  3.1901882601614417 * b7 + x806 =L= 2.6362139436096603;
e27..  2.0301198019209172 * b8 - x806 =L= 2.584094118472698;
e28..  2.9001711456013104 * b8 + x806 =L= 2.6362139436096603;
e29..  2.320136916481048 * b9 - x806 =L= 2.584094118472698;
e30..  2.610154031041179 * b9 + x806 =L= 2.6362139436096603;
e31..  2.610154031041179 * b10 - x806 =L= 2.584094118472698;
e32..  2.320136916481048 * b10 + x806 =L= 2.6362139436096603;
e33..  2.90017114560131 * b11 - x806 =L= 2.584094118472698;
e34..  2.0301198019209172 * b11 + x806 =L= 2.6362139436096603;
e35..  3.190188260161441 * b12 - x806 =L= 2.584094118472698;
e36..  1.740102687360786 * b12 + x806 =L= 2.6362139436096603;
e37..  3.4802053747215727 * b13 - x806 =L= 2.584094118472698;
e38..  1.4500855728006552 * b13 + x806 =L= 2.6362139436096603;
e39..  3.7702224892817036 * b14 - x806 =L= 2.584094118472698;
e40..  1.1600684582405243 * b14 + x806 =L= 2.6362139436096603;
e41..  4.0602396038418345 * b15 - x806 =L= 2.584094118472698;
e42..  0.8700513436803929 * b15 + x806 =L= 2.6362139436096603;
e43..  4.350256718401965 * b16 - x806 =L= 2.584094118472698;
e44..  0.5800342291202618 * b16 + x806 =L= 2.6362139436096603;
e45..  4.640273832962096 * b17 - x806 =L= 2.584094118472698;
e46..  0.2900171145601309 * b17 + x806 =L= 2.6362139436096603;
e47..  4.930290947522227 * b18 - x806 =L= 2.584094118472698;
e48..  x806 =L= 2.6362139436096603;
e49..  b1 + b2 + b3 + b4 + b5 + b6 + b7 + b8 + b9 + b10 + b11 + b12 + b13 + b14
       + b15 + b16 + b17 + b18 =E= 1;
e50..  -b1 * (8.910143535466846 + 3.4480723715795203 * x806) - b2 * (
       -6.910143535466847 - 3.4480723715795203 * x806) + x217 =E= 0;
e51..  -b2 * (7.910143535466847 + 3.4480723715795203 * x806) - b3 * (
       -5.910143535466841 - 3.4480723715795176 * x806) + x218 =E= 0;
e52..  -b3 * (6.910143535466841 + 3.4480723715795176 * x806) - b4 * (
       -4.910143535466841 - 3.4480723715795176 * x806) + x219 =E= 0;
e53..  -b4 * (5.910143535466841 + 3.4480723715795176 * x806) - b5 * (
       -3.910143535466845 - 3.4480723715795203 * x806) + x220 =E= 0;
e54..  -b5 * (4.910143535466845 + 3.4480723715795203 * x806) - b6 * (
       -2.9101435354668417 - 3.4480723715795176 * x806) + x221 =E= 0;
e55..  -b6 * (3.9101435354668417 + 3.4480723715795176 * x806) - b7 * (
       -1.9101435354668441 - 3.4480723715795203 * x806) + x222 =E= 0;
e56..  -b7 * (2.910143535466844 + 3.4480723715795203 * x806) - b8 * (
       -0.9101435354668427 - 3.4480723715795176 * x806) + x223 =E= 0;
e57..  -b8 * (1.9101435354668426 + 3.4480723715795176 * x806) - b9 * (
       0.08985646453315736 - 3.4480723715795176 * x806) + x224 =E= 0;
e58..  -b9 * (0.9101435354668427 + 3.4480723715795176 * x806) - b10 * (
       1.0898564645331574 - 3.4480723715795203 * x806) + x225 =E= 0;
e59..  -b10 * (-0.08985646453315743 + 3.4480723715795203 * x806) - b11 * (
       2.0898564645331574 - 3.4480723715795203 * x806) + x226 =E= 0;
e60..  -b11 * (-1.0898564645331574 + 3.4480723715795203 * x806) - b12 * (
       3.0898564645331543 - 3.448072371579515 * x806) + x227 =E= 0;
e61..  -b12 * (-2.0898564645331543 + 3.448072371579515 * x806) - b13 * (
       4.089856464533159 - 3.4480723715795203 * x806) + x228 =E= 0;
e62..  -b13 * (-3.0898564645331588 + 3.4480723715795203 * x806) - b14 * (
       5.089856464533159 - 3.4480723715795203 * x806) + x229 =E= 0;
e63..  -b14 * (-4.089856464533159 + 3.4480723715795203 * x806) - b15 * (
       6.089856464533151 - 3.448072371579515 * x806) + x230 =E= 0;
e64..  -b15 * (-5.089856464533151 + 3.448072371579515 * x806) - b16 * (
       7.089856464533156 - 3.4480723715795176 * x806) + x231 =E= 0;
e65..  -b16 * (-6.089856464533156 + 3.4480723715795176 * x806) - b17 * (
       8.089856464533161 - 3.4480723715795203 * x806) + x232 =E= 0;
e66..  -b17 * (-7.089856464533161 + 3.4480723715795203 * x806) - b18 * (
       9.089856464533161 - 3.4480723715795203 * x806) + x233 =E= 0;
e67..  -x217 * (4.455071767733423 + 1.7240361857897601 * x806) - x218 * (
       -2.9550717677334215 - 1.7240361857897595 * x806) + x234 =E= 0;
e68..  -x218 * (3.9550717677334215 + 1.7240361857897595 * x806) - x219 * (
       -2.4550717677334206 - 1.7240361857897588 * x806) + x235 =E= 0;
e69..  -x219 * (3.4550717677334206 + 1.7240361857897588 * x806) - x220 * (
       -1.9550717677334217 - 1.7240361857897595 * x806) + x236 =E= 0;
e70..  -x220 * (2.9550717677334215 + 1.7240361857897595 * x806) - x221 * (
       -1.4550717677334215 - 1.7240361857897595 * x806) + x237 =E= 0;
e71..  -x221 * (2.4550717677334215 + 1.7240361857897595 * x806) - x222 * (
       -0.9550717677334217 - 1.7240361857897595 * x806) + x238 =E= 0;
e72..  -x222 * (1.9550717677334217 + 1.7240361857897595 * x806) - x223 * (
       -0.4550717677334215 - 1.7240361857897595 * x806) + x239 =E= 0;
e73..  -x223 * (1.4550717677334215 + 1.7240361857897595 * x806) - x224 * (
       0.04492823226657868 - 1.7240361857897588 * x806) + x240 =E= 0;
e74..  -x224 * (0.9550717677334213 + 1.7240361857897588 * x806) - x225 * (
       0.5449282322665785 - 1.7240361857897595 * x806) + x241 =E= 0;
e75..  -x225 * (0.4550717677334215 + 1.7240361857897595 * x806) - x226 * (
       1.0449282322665787 - 1.7240361857897601 * x806) + x242 =E= 0;
e76..  -x226 * (-0.044928232266578716 + 1.7240361857897601 * x806) - x227 * (
       1.5449282322665783 - 1.7240361857897588 * x806) + x243 =E= 0;
e77..  -x227 * (-0.5449282322665783 + 1.7240361857897588 * x806) - x228 * (
       2.044928232266578 - 1.7240361857897588 * x806) + x244 =E= 0;
e78..  -x228 * (-1.0449282322665778 + 1.7240361857897588 * x806) - x229 * (
       2.5449282322665794 - 1.7240361857897601 * x806) + x245 =E= 0;
e79..  -x229 * (-1.5449282322665794 + 1.7240361857897601 * x806) - x230 * (
       3.044928232266578 - 1.7240361857897588 * x806) + x246 =E= 0;
e80..  -x230 * (-2.044928232266578 + 1.7240361857897588 * x806) - x231 * (
       3.5449282322665767 - 1.7240361857897581 * x806) + x247 =E= 0;
e81..  -x231 * (-2.5449282322665767 + 1.7240361857897581 * x806) - x232 * (
       4.044928232266579 - 1.7240361857897595 * x806) + x248 =E= 0;
e82..  -x232 * (-3.044928232266579 + 1.7240361857897595 * x806) - x233 * (
       4.544928232266581 - 1.7240361857897601 * x806) + x249 =E= 0;
e83..  -x234 * (2.9700478451556145 + 1.149357457193173 * x806) - x235 * (
       -1.6367145118222808 - 1.1493574571931728 * x806) + x250 =E= 0;
e84..  -x235 * (2.6367145118222806 + 1.1493574571931728 * x806) - x236 * (
       -1.3033811784889475 - 1.1493574571931728 * x806) + x251 =E= 0;
e85..  -x236 * (2.3033811784889475 + 1.1493574571931728 * x806) - x237 * (
       -0.9700478451556142 - 1.1493574571931728 * x806) + x252 =E= 0;
e86..  -x237 * (1.9700478451556143 + 1.1493574571931728 * x806) - x238 * (
       -0.6367145118222811 - 1.149357457193173 * x806) + x253 =E= 0;
e87..  -x238 * (1.636714511822281 + 1.149357457193173 * x806) - x239 * (
       -0.30338117848894763 - 1.1493574571931728 * x806) + x254 =E= 0;
e88..  -x239 * (1.3033811784889475 + 1.1493574571931728 * x806) - x240 * (
       0.029952154844385796 - 1.1493574571931728 * x806) + x255 =E= 0;
e89..  -x240 * (0.9700478451556142 + 1.1493574571931728 * x806) - x241 * (
       0.36328548817771894 - 1.1493574571931728 * x806) + x256 =E= 0;
e90..  -x241 * (0.636714511822281 + 1.1493574571931728 * x806) - x242 * (
       0.6966188215110523 - 1.149357457193173 * x806) + x257 =E= 0;
e91..  -x242 * (0.3033811784889477 + 1.149357457193173 * x806) - x243 * (
       1.0299521548443857 - 1.1493574571931728 * x806) + x258 =E= 0;
e92..  -x243 * (-0.029952154844385796 + 1.1493574571931728 * x806) - x244 * (
       1.363285488177719 - 1.1493574571931728 * x806) + x259 =E= 0;
e93..  -x244 * (-0.36328548817771894 + 1.1493574571931728 * x806) - x245 * (
       1.696618821511052 - 1.1493574571931728 * x806) + x260 =E= 0;
e94..  -x245 * (-0.6966188215110521 + 1.1493574571931728 * x806) - x246 * (
       2.029952154844386 - 1.1493574571931728 * x806) + x261 =E= 0;
e95..  -x246 * (-1.0299521548443857 + 1.1493574571931728 * x806) - x247 * (
       2.3632854881777186 - 1.1493574571931726 * x806) + x262 =E= 0;
e96..  -x247 * (-1.3632854881777188 + 1.1493574571931726 * x806) - x248 * (
       2.696618821511052 - 1.1493574571931726 * x806) + x263 =E= 0;
e97..  -x248 * (-1.6966188215110518 + 1.1493574571931726 * x806) - x249 * (
       3.029952154844386 - 1.149357457193173 * x806) + x264 =E= 0;
e98..  0.11747026272991204 * x250 + 0.14793868235185753 * x251 +
       0.2527677723166666 * x252 + 0.3855023021377495 * x253 +
       0.49941963221864527 * x254 + 0.547711113872703 * x255 +
       0.4836113866849991 * x256 + 0.33982692148477983 * x257 +
       0.14930850925247918 * x258 - 0.05467914081584685 * x259 -
       0.2385730466779399 * x260 - 0.3832098211472532 * x261 -
       0.4695321766159642 * x262 - 0.47887868799805694 * x263 -
       0.39344428804390447 * x264 - x818 =E= 0;
e99..  -x806 / (exp(-x806) + 1) + x819 =E= 0;
e100..  x795 + 1.2550107055993284e-05 * x818 + 1.4048234243518725e-05 * x819
        =E= 0;
e101..  x217 + x218 + x219 + x220 + x221 + x222 + x223 + x224 + x225 + x226 +
        x227 + x228 + x229 + x230 + x231 + x232 + x233 =E= 1;
e102..  x234 + x235 + x236 + x237 + x238 + x239 + x240 + x241 + x242 + x243 +
        x244 + x245 + x246 + x247 + x248 + x249 =E= 1;
e103..  x250 + x251 + x252 + x253 + x254 + x255 + x256 + x257 + x258 + x259 +
        x260 + x261 + x262 + x263 + x264 =E= 1;
e104..  -x808 =L= 2.6455425451402155;
e105..  4.929894634116826 * b19 + x808 =L= 2.5743458909834827;
e106..  0.28999380200687197 * b20 - x808 =L= 2.6455425451402155;
e107..  4.639900832109954 * b20 + x808 =L= 2.5743458909834827;
e108..  0.5799876040137439 * b21 - x808 =L= 2.6455425451402155;
e109..  4.349907030103082 * b21 + x808 =L= 2.5743458909834827;
e110..  0.8699814060206161 * b22 - x808 =L= 2.6455425451402155;
e111..  4.05991322809621 * b22 + x808 =L= 2.5743458909834827;
e112..  1.1599752080274883 * b23 - x808 =L= 2.6455425451402155;
e113..  3.769919426089338 * b23 + x808 =L= 2.5743458909834827;
e114..  1.4499690100343603 * b24 - x808 =L= 2.6455425451402155;
e115..  3.4799256240824654 * b24 + x808 =L= 2.5743458909834827;
e116..  1.7399628120412327 * b25 - x808 =L= 2.6455425451402155;
e117..  3.1899318220755934 * b25 + x808 =L= 2.5743458909834827;
e118..  2.0299566140481047 * b26 - x808 =L= 2.6455425451402155;
e119..  2.8999380200687215 * b26 + x808 =L= 2.5743458909834827;
e120..  2.3199504160549766 * b27 - x808 =L= 2.6455425451402155;
e121..  2.609944218061849 * b27 + x808 =L= 2.5743458909834827;
e122..  2.609944218061849 * b28 - x808 =L= 2.6455425451402155;
e123..  2.3199504160549775 * b28 + x808 =L= 2.5743458909834827;
e124..  2.8999380200687206 * b29 - x808 =L= 2.6455425451402155;
e125..  2.029956614048105 * b29 + x808 =L= 2.5743458909834827;
e126..  3.189931822075593 * b30 - x808 =L= 2.6455425451402155;
e127..  1.7399628120412325 * b30 + x808 =L= 2.5743458909834827;
e128..  3.4799256240824654 * b31 - x808 =L= 2.6455425451402155;
e129..  1.4499690100343605 * b31 + x808 =L= 2.5743458909834827;
e130..  3.769919426089338 * b32 - x808 =L= 2.6455425451402155;
e131..  1.1599752080274885 * b32 + x808 =L= 2.5743458909834827;
e132..  4.059913228096209 * b33 - x808 =L= 2.6455425451402155;
e133..  0.8699814060206161 * b33 + x808 =L= 2.5743458909834827;
e134..  4.349907030103082 * b34 - x808 =L= 2.6455425451402155;
e135..  0.5799876040137439 * b34 + x808 =L= 2.5743458909834827;
e136..  4.639900832109954 * b35 - x808 =L= 2.6455425451402155;
e137..  0.28999380200687197 * b35 + x808 =L= 2.5743458909834827;
e138..  4.929894634116826 * b36 - x808 =L= 2.6455425451402155;
e139..  x808 =L= 2.5743458909834827;
e140..  b19 + b20 + b21 + b22 + b23 + b24 + b25 + b26 + b27 + b28 + b29 + b30
        + b31 + b32 + b33 + b34 + b35 + b36 =E= 1;
e141..  -b19 * (9.122755475572282 + 3.4483495615409843 * x808) - b20 * (
        -7.122755475572282 - 3.4483495615409843 * x808) + x265 =E= 0;
e142..  -b20 * (8.122755475572282 + 3.4483495615409843 * x808) - b21 * (
        -6.122755475572276 - 3.4483495615409816 * x808) + x266 =E= 0;
e143..  -b21 * (7.122755475572276 + 3.4483495615409816 * x808) - b22 * (
        -5.122755475572276 - 3.4483495615409816 * x808) + x267 =E= 0;
e144..  -b22 * (6.122755475572276 + 3.4483495615409816 * x808) - b23 * (
        -4.12275547557228 - 3.4483495615409843 * x808) + x268 =E= 0;
e145..  -b23 * (5.12275547557228 + 3.4483495615409843 * x808) - b24 * (
        -3.1227554755722755 - 3.4483495615409803 * x808) + x269 =E= 0;
e146..  -b24 * (4.1227554755722755 + 3.4483495615409803 * x808) - b25 * (
        -2.122755475572278 - 3.448349561540983 * x808) + x270 =E= 0;
e147..  -b25 * (3.1227554755722777 + 3.448349561540983 * x808) - b26 * (
        -1.1227554755722773 - 3.4483495615409816 * x808) + x271 =E= 0;
e148..  -b26 * (2.1227554755722773 + 3.4483495615409816 * x808) - b27 * (
        -0.12275547557227726 - 3.4483495615409816 * x808) + x272 =E= 0;
e149..  -b27 * (1.1227554755722773 + 3.4483495615409816 * x808) - b28 * (
        0.8772445244277225 - 3.448349561540987 * x808) + x273 =E= 0;
e150..  -b28 * (0.12275547557227745 + 3.448349561540987 * x808) - b29 * (
        1.8772445244277205 - 3.448349561540979 * x808) + x274 =E= 0;
e151..  -b29 * (-0.8772445244277205 + 3.448349561540979 * x808) - b30 * (
        2.8772445244277205 - 3.448349561540979 * x808) + x275 =E= 0;
e152..  -b30 * (-1.8772445244277205 + 3.448349561540979 * x808) - b31 * (
        3.877244524427725 - 3.4483495615409843 * x808) + x276 =E= 0;
e153..  -b31 * (-2.877244524427725 + 3.4483495615409843 * x808) - b32 * (
        4.8772445244277245 - 3.4483495615409843 * x808) + x277 =E= 0;
e154..  -b32 * (-3.877244524427725 + 3.4483495615409843 * x808) - b33 * (
        5.877244524427717 - 3.448349561540979 * x808) + x278 =E= 0;
e155..  -b33 * (-4.877244524427717 + 3.448349561540979 * x808) - b34 * (
        6.877244524427722 - 3.4483495615409816 * x808) + x279 =E= 0;
e156..  -b34 * (-5.877244524427722 + 3.4483495615409816 * x808) - b35 * (
        7.877244524427727 - 3.4483495615409843 * x808) + x280 =E= 0;
e157..  -b35 * (-6.877244524427727 + 3.4483495615409843 * x808) - b36 * (
        8.877244524427727 - 3.4483495615409843 * x808) + x281 =E= 0;
e158..  -x265 * (4.561377737786141 + 1.7241747807704921 * x808) - x266 * (
        -3.061377737786139 - 1.7241747807704915 * x808) + x282 =E= 0;
e159..  -x266 * (4.061377737786139 + 1.7241747807704915 * x808) - x267 * (
        -2.561377737786138 - 1.7241747807704908 * x808) + x283 =E= 0;
e160..  -x267 * (3.561377737786138 + 1.7241747807704908 * x808) - x268 * (
        -2.0613777377861395 - 1.7241747807704915 * x808) + x284 =E= 0;
e161..  -x268 * (3.061377737786139 + 1.7241747807704915 * x808) - x269 * (
        -1.5613777377861389 - 1.7241747807704912 * x808) + x285 =E= 0;
e162..  -x269 * (2.5613777377861386 + 1.7241747807704912 * x808) - x270 * (
        -1.0613777377861386 - 1.7241747807704908 * x808) + x286 =E= 0;
e163..  -x270 * (2.0613777377861386 + 1.7241747807704908 * x808) - x271 * (
        -0.5613777377861388 - 1.7241747807704912 * x808) + x287 =E= 0;
e164..  -x271 * (1.5613777377861389 + 1.7241747807704912 * x808) - x272 * (
        -0.06137773778613863 - 1.7241747807704908 * x808) + x288 =E= 0;
e165..  -x272 * (1.0613777377861386 + 1.7241747807704908 * x808) - x273 * (
        0.4386222622138609 - 1.7241747807704921 * x808) + x289 =E= 0;
e166..  -x273 * (0.5613777377861391 + 1.7241747807704921 * x808) - x274 * (
        0.9386222622138614 - 1.7241747807704915 * x808) + x290 =E= 0;
e167..  -x274 * (0.061377737786138656 + 1.7241747807704915 * x808) - x275 * (
        1.4386222622138602 - 1.7241747807704895 * x808) + x291 =E= 0;
e168..  -x275 * (-0.43862226221386025 + 1.7241747807704895 * x808) - x276 * (
        1.938622262213861 - 1.7241747807704908 * x808) + x292 =E= 0;
e169..  -x276 * (-0.9386222622138609 + 1.7241747807704908 * x808) - x277 * (
        2.4386222622138622 - 1.7241747807704921 * x808) + x293 =E= 0;
e170..  -x277 * (-1.4386222622138625 + 1.7241747807704921 * x808) - x278 * (
        2.938622262213861 - 1.7241747807704908 * x808) + x294 =E= 0;
e171..  -x278 * (-1.938622262213861 + 1.7241747807704908 * x808) - x279 * (
        3.4386222622138596 - 1.7241747807704901 * x808) + x295 =E= 0;
e172..  -x279 * (-2.4386222622138596 + 1.7241747807704901 * x808) - x280 * (
        3.938622262213862 - 1.7241747807704915 * x808) + x296 =E= 0;
e173..  -x280 * (-2.938622262213862 + 1.7241747807704915 * x808) - x281 * (
        4.438622262213864 - 1.7241747807704921 * x808) + x297 =E= 0;
e174..  -x282 * (3.040918491857427 + 1.1494498538469946 * x808) - x283 * (
        -1.7075851585240924 - 1.1494498538469942 * x808) + x298 =E= 0;
e175..  -x283 * (2.7075851585240924 + 1.1494498538469942 * x808) - x284 * (
        -1.3742518251907594 - 1.1494498538469942 * x808) + x299 =E= 0;
e176..  -x284 * (2.3742518251907594 + 1.1494498538469942 * x808) - x285 * (
        -1.040918491857426 - 1.1494498538469942 * x808) + x300 =E= 0;
e177..  -x285 * (2.040918491857426 + 1.1494498538469942 * x808) - x286 * (
        -0.7075851585240925 - 1.1494498538469942 * x808) + x301 =E= 0;
e178..  -x286 * (1.7075851585240924 + 1.1494498538469942 * x808) - x287 * (
        -0.3742518251907591 - 1.149449853846994 * x808) + x302 =E= 0;
e179..  -x287 * (1.3742518251907592 + 1.149449853846994 * x808) - x288 * (
        -0.040918491857425764 - 1.1494498538469942 * x808) + x303 =E= 0;
e180..  -x288 * (1.040918491857426 + 1.1494498538469942 * x808) - x289 * (
        0.29241484147590724 - 1.1494498538469946 * x808) + x304 =E= 0;
e181..  -x289 * (0.7075851585240929 + 1.1494498538469946 * x808) - x290 * (
        0.6257481748092408 - 1.1494498538469942 * x808) + x305 =E= 0;
e182..  -x290 * (0.37425182519075917 + 1.1494498538469942 * x808) - x291 * (
        0.9590815081425743 - 1.149449853846994 * x808) + x306 =E= 0;
e183..  -x291 * (0.04091849185742576 + 1.149449853846994 * x808) - x292 * (
        1.2924148414759071 - 1.1494498538469937 * x808) + x307 =E= 0;
e184..  -x292 * (-0.292414841475907 + 1.1494498538469937 * x808) - x293 * (
        1.6257481748092408 - 1.1494498538469942 * x808) + x308 =E= 0;
e185..  -x293 * (-0.6257481748092408 + 1.1494498538469942 * x808) - x294 * (
        1.9590815081425743 - 1.1494498538469942 * x808) + x309 =E= 0;
e186..  -x294 * (-0.9590815081425744 + 1.1494498538469942 * x808) - x295 * (
        2.2924148414759076 - 1.149449853846994 * x808) + x310 =E= 0;
e187..  -x295 * (-1.2924148414759073 + 1.149449853846994 * x808) - x296 * (
        2.6257481748092406 - 1.149449853846994 * x808) + x311 =E= 0;
e188..  -x296 * (-1.6257481748092404 + 1.149449853846994 * x808) - x297 * (
        2.9590815081425754 - 1.1494498538469946 * x808) + x312 =E= 0;
e189..  0.6434284025129379 * x298 + 0.3591660995278626 * x299 +
        0.1172751858643221 * x300 - 0.08452029967468198 * x301 -
        0.24887205591416156 * x302 - 0.3786534645885339 * x303 -
        0.4765397475702381 * x304 - 0.54449289953681 * x305 - 0.583356690718745
        * x306 - 0.592608910501375 * x307 - 0.5705338996923602 * x308 -
        0.5145893650634252 * x309 - 0.42190200539745837 * x310 -
        0.2897269940940757 * x311 - 0.11571624214334147 * x312 - x820 =E= 0;
e190..  -x808 / (exp(-x808) + 1) + x821 =E= 0;
e191..  x796 - 1.5219120055638968 * x820 - 0.5797648537165772 * x821 =E= 0;
e192..  x265 + x266 + x267 + x268 + x269 + x270 + x271 + x272 + x273 + x274 +
        x275 + x276 + x277 + x278 + x279 + x280 + x281 =E= 1;
e193..  x282 + x283 + x284 + x285 + x286 + x287 + x288 + x289 + x290 + x291 +
        x292 + x293 + x294 + x295 + x296 + x297 =E= 1;
e194..  x298 + x299 + x300 + x301 + x302 + x303 + x304 + x305 + x306 + x307 +
        x308 + x309 + x310 + x311 + x312 =E= 1;
e195..  -x810 =L= 2.604728645272446;
e196..  4.932873021692943 * b37 + x810 =L= 2.6183133776965524;
e197..  0.2901690012760554 * b38 - x810 =L= 2.604728645272446;
e198..  4.642704020416888 * b38 + x810 =L= 2.6183133776965524;
e199..  0.5803380025521108 * b39 - x810 =L= 2.604728645272446;
e200..  4.3525350191408325 * b39 + x810 =L= 2.6183133776965524;
e201..  0.8705070038281661 * b40 - x810 =L= 2.604728645272446;
e202..  4.062366017864777 * b40 + x810 =L= 2.6183133776965524;
e203..  1.1606760051042215 * b41 - x810 =L= 2.604728645272446;
e204..  3.772197016588721 * b41 + x810 =L= 2.6183133776965524;
e205..  1.4508450063802771 * b42 - x810 =L= 2.604728645272446;
e206..  3.4820280153126655 * b42 + x810 =L= 2.6183133776965524;
e207..  1.7410140076563327 * b43 - x810 =L= 2.604728645272446;
e208..  3.19185901403661 * b43 + x810 =L= 2.6183133776965524;
e209..  2.031183008932388 * b44 - x810 =L= 2.604728645272446;
e210..  2.9016900127605547 * b44 + x810 =L= 2.6183133776965524;
e211..  2.3213520102084435 * b45 - x810 =L= 2.604728645272446;
e212..  2.6115210114844993 * b45 + x810 =L= 2.6183133776965524;
e213..  2.6115210114844993 * b46 - x810 =L= 2.604728645272446;
e214..  2.321352010208444 * b46 + x810 =L= 2.6183133776965524;
e215..  2.9016900127605543 * b47 - x810 =L= 2.604728645272446;
e216..  2.031183008932388 * b47 + x810 =L= 2.6183133776965524;
e217..  3.19185901403661 * b48 - x810 =L= 2.604728645272446;
e218..  1.7410140076563327 * b48 + x810 =L= 2.6183133776965524;
e219..  3.4820280153126655 * b49 - x810 =L= 2.604728645272446;
e220..  1.4508450063802774 * b49 + x810 =L= 2.6183133776965524;
e221..  3.772197016588721 * b50 - x810 =L= 2.604728645272446;
e222..  1.160676005104222 * b50 + x810 =L= 2.6183133776965524;
e223..  4.062366017864776 * b51 - x810 =L= 2.604728645272446;
e224..  0.8705070038281661 * b51 + x810 =L= 2.6183133776965524;
e225..  4.3525350191408325 * b52 - x810 =L= 2.604728645272446;
e226..  0.5803380025521108 * b52 + x810 =L= 2.6183133776965524;
e227..  4.642704020416888 * b53 - x810 =L= 2.604728645272446;
e228..  0.2901690012760554 * b53 + x810 =L= 2.6183133776965524;
e229..  4.932873021692943 * b54 - x810 =L= 2.604728645272446;
e230..  x810 =L= 2.6183133776965524;
e231..  b37 + b38 + b39 + b40 + b41 + b42 + b43 + b44 + b45 + b46 + b47 + b48
        + b49 + b50 + b51 + b52 + b53 + b54 =E= 1;
e232..  -b37 * (8.976591689042653 + 3.446267504807101 * x810) - b38 * (
        -6.976591689042653 - 3.446267504807101 * x810) + x313 =E= 0;
e233..  -b38 * (7.976591689042653 + 3.446267504807101 * x810) - b39 * (
        -5.976591689042653 - 3.446267504807101 * x810) + x314 =E= 0;
e234..  -b39 * (6.976591689042653 + 3.446267504807101 * x810) - b40 * (
        -4.976591689042653 - 3.446267504807101 * x810) + x315 =E= 0;
e235..  -b40 * (5.976591689042653 + 3.446267504807101 * x810) - b41 * (
        -3.9765916890426496 - 3.4462675048070985 * x810) + x316 =E= 0;
e236..  -b41 * (4.97659168904265 + 3.4462675048070985 * x810) - b42 * (
        -2.976591689042651 - 3.4462675048071 * x810) + x317 =E= 0;
e237..  -b42 * (3.976591689042651 + 3.4462675048071 * x810) - b43 * (
        -1.9765916890426511 - 3.4462675048071 * x810) + x318 =E= 0;
e238..  -b43 * (2.976591689042651 + 3.4462675048071 * x810) - b44 * (
        -0.9765916890426519 - 3.446267504807101 * x810) + x319 =E= 0;
e239..  -b44 * (1.9765916890426518 + 3.446267504807101 * x810) - b45 * (
        0.023408310957348823 - 3.4462675048070985 * x810) + x320 =E= 0;
e240..  -b45 * (0.9765916890426511 + 3.4462675048070985 * x810) - b46 * (
        1.0234083109573489 - 3.446267504807104 * x810) + x321 =E= 0;
e241..  -b46 * (-0.02340831095734886 + 3.446267504807104 * x810) - b47 * (
        2.023408310957347 - 3.4462675048070963 * x810) + x322 =E= 0;
e242..  -b47 * (-1.0234083109573466 + 3.4462675048070963 * x810) - b48 * (
        3.0234083109573495 - 3.446267504807101 * x810) + x323 =E= 0;
e243..  -b48 * (-2.0234083109573495 + 3.446267504807101 * x810) - b49 * (
        4.0234083109573495 - 3.446267504807101 * x810) + x324 =E= 0;
e244..  -b49 * (-3.0234083109573495 + 3.446267504807101 * x810) - b50 * (
        5.0234083109573495 - 3.446267504807101 * x810) + x325 =E= 0;
e245..  -b50 * (-4.0234083109573495 + 3.446267504807101 * x810) - b51 * (
        6.023408310957342 - 3.4462675048070963 * x810) + x326 =E= 0;
e246..  -b51 * (-5.023408310957342 + 3.4462675048070963 * x810) - b52 * (
        7.02340831095735 - 3.446267504807101 * x810) + x327 =E= 0;
e247..  -b52 * (-6.02340831095735 + 3.446267504807101 * x810) - b53 * (
        8.02340831095735 - 3.446267504807101 * x810) + x328 =E= 0;
e248..  -b53 * (-7.02340831095735 + 3.446267504807101 * x810) - b54 * (
        9.02340831095735 - 3.446267504807101 * x810) + x329 =E= 0;
e249..  -x313 * (4.488295844521327 + 1.7231337524035506 * x810) - x314 * (
        -2.9882958445213266 - 1.7231337524035506 * x810) + x330 =E= 0;
e250..  -x314 * (3.9882958445213266 + 1.7231337524035506 * x810) - x315 * (
        -2.4882958445213266 - 1.7231337524035506 * x810) + x331 =E= 0;
e251..  -x315 * (3.4882958445213266 + 1.7231337524035506 * x810) - x316 * (
        -1.9882958445213255 - 1.72313375240355 * x810) + x332 =E= 0;
e252..  -x316 * (2.9882958445213252 + 1.72313375240355 * x810) - x317 * (
        -1.4882958445213252 - 1.7231337524035497 * x810) + x333 =E= 0;
e253..  -x317 * (2.4882958445213252 + 1.7231337524035497 * x810) - x318 * (
        -0.9882958445213256 - 1.72313375240355 * x810) + x334 =E= 0;
e254..  -x318 * (1.9882958445213255 + 1.72313375240355 * x810) - x319 * (
        -0.48829584452132585 - 1.7231337524035504 * x810) + x335 =E= 0;
e255..  -x319 * (1.488295844521326 + 1.7231337524035504 * x810) - x320 * (
        0.011704155478674417 - 1.72313375240355 * x810) + x336 =E= 0;
e256..  -x320 * (0.9882958445213256 + 1.72313375240355 * x810) - x321 * (
        0.511704155478674 - 1.7231337524035506 * x810) + x337 =E= 0;
e257..  -x321 * (0.48829584452132596 + 1.7231337524035506 * x810) - x322 * (
        1.0117041554786743 - 1.72313375240355 * x810) + x338 =E= 0;
e258..  -x322 * (-0.011704155478674417 + 1.72313375240355 * x810) - x323 * (
        1.5117041554786737 - 1.7231337524035493 * x810) + x339 =E= 0;
e259..  -x323 * (-0.5117041554786737 + 1.7231337524035493 * x810) - x324 * (
        2.0117041554786748 - 1.7231337524035506 * x810) + x340 =E= 0;
e260..  -x324 * (-1.0117041554786748 + 1.7231337524035506 * x810) - x325 * (
        2.5117041554786748 - 1.7231337524035506 * x810) + x341 =E= 0;
e261..  -x325 * (-1.5117041554786748 + 1.7231337524035506 * x810) - x326 * (
        3.011704155478673 - 1.7231337524035493 * x810) + x342 =E= 0;
e262..  -x326 * (-2.011704155478673 + 1.7231337524035493 * x810) - x327 * (
        3.5117041554786725 - 1.7231337524035493 * x810) + x343 =E= 0;
e263..  -x327 * (-2.5117041554786725 + 1.7231337524035493 * x810) - x328 * (
        4.011704155478675 - 1.7231337524035506 * x810) + x344 =E= 0;
e264..  -x328 * (-3.011704155478675 + 1.7231337524035506 * x810) - x329 * (
        4.511704155478675 - 1.7231337524035506 * x810) + x345 =E= 0;
e265..  -x330 * (2.9921972296808845 + 1.1487558349357005 * x810) - x331 * (
        -1.6588638963475513 - 1.1487558349357005 * x810) + x346 =E= 0;
e266..  -x331 * (2.6588638963475515 + 1.1487558349357005 * x810) - x332 * (
        -1.3255305630142171 - 1.1487558349357 * x810) + x347 =E= 0;
e267..  -x332 * (2.325530563014217 + 1.1487558349357 * x810) - x333 * (
        -0.9921972296808838 - 1.1487558349357 * x810) + x348 =E= 0;
e268..  -x333 * (1.9921972296808839 + 1.1487558349357 * x810) - x334 * (
        -0.6588638963475503 - 1.1487558349356999 * x810) + x349 =E= 0;
e269..  -x334 * (1.6588638963475504 + 1.1487558349356999 * x810) - x335 * (
        -0.32553056301421723 - 1.1487558349357 * x810) + x350 =E= 0;
e270..  -x335 * (1.3255305630142171 + 1.1487558349357 * x810) - x336 * (
        0.007802770319116279 - 1.1487558349357 * x810) + x351 =E= 0;
e271..  -x336 * (0.9921972296808838 + 1.1487558349357 * x810) - x337 * (
        0.3411361036524494 - 1.1487558349357005 * x810) + x352 =E= 0;
e272..  -x337 * (0.6588638963475507 + 1.1487558349357005 * x810) - x338 * (
        0.6744694369857829 - 1.1487558349356999 * x810) + x353 =E= 0;
e273..  -x338 * (0.3255305630142171 + 1.1487558349356999 * x810) - x339 * (
        1.0078027703191161 - 1.1487558349357 * x810) + x354 =E= 0;
e274..  -x339 * (-0.007802770319116279 + 1.1487558349357 * x810) - x340 * (
        1.3411361036524492 - 1.1487558349356999 * x810) + x355 =E= 0;
e275..  -x340 * (-0.3411361036524492 + 1.1487558349356999 * x810) - x341 * (
        1.6744694369857833 - 1.1487558349357005 * x810) + x356 =E= 0;
e276..  -x341 * (-0.6744694369857832 + 1.1487558349357005 * x810) - x342 * (
        2.007802770319116 - 1.1487558349356999 * x810) + x357 =E= 0;
e277..  -x342 * (-1.0078027703191161 + 1.1487558349356999 * x810) - x343 * (
        2.3411361036524494 - 1.1487558349356999 * x810) + x358 =E= 0;
e278..  -x343 * (-1.3411361036524492 + 1.1487558349356999 * x810) - x344 * (
        2.6744694369857824 - 1.1487558349356999 * x810) + x359 =E= 0;
e279..  -x344 * (-1.6744694369857824 + 1.1487558349356999 * x810) - x345 * (
        3.0078027703191172 - 1.1487558349357005 * x810) + x360 =E= 0;
e280..  0.5292826584989747 * x346 + 0.4207027567825685 * x347 +
        0.3148348811214339 * x348 + 0.21346887603552026 * x349 +
        0.11888592490063048 * x350 + 0.03346683709756582 * x351 -
        0.04061162333949517 * x352 - 0.10183033599030498 * x353 -
        0.14965226180181027 * x354 - 0.18466554100380767 * x355 -
        0.2084367159241463 * x356 - 0.22315542452071474 * x357 -
        0.2312090000741264 * x358 - 0.2348556687277515 * x359 -
        0.235831224969427 * x360 - x822 =E= 0;
e281..  -x810 / (exp(-x810) + 1) + x823 =E= 0;
e282..  x797 - 0.9960164464964025 * x822 + 0.3147602502900897 * x823 =E= 0;
e283..  x313 + x314 + x315 + x316 + x317 + x318 + x319 + x320 + x321 + x322 +
        x323 + x324 + x325 + x326 + x327 + x328 + x329 =E= 1;
e284..  x330 + x331 + x332 + x333 + x334 + x335 + x336 + x337 + x338 + x339 +
        x340 + x341 + x342 + x343 + x344 + x345 =E= 1;
e285..  x346 + x347 + x348 + x349 + x350 + x351 + x352 + x353 + x354 + x355 +
        x356 + x357 + x358 + x359 + x360 =E= 1;
e286..  -x812 =L= 2.584094118472698;
e287..  4.930290947522227 * b55 + x812 =L= 2.6362139436096603;
e288..  0.2900171145601309 * b56 - x812 =L= 2.584094118472698;
e289..  4.640273832962096 * b56 + x812 =L= 2.6362139436096603;
e290..  0.5800342291202618 * b57 - x812 =L= 2.584094118472698;
e291..  4.350256718401965 * b57 + x812 =L= 2.6362139436096603;
e292..  0.8700513436803929 * b58 - x812 =L= 2.584094118472698;
e293..  4.0602396038418345 * b58 + x812 =L= 2.6362139436096603;
e294..  1.160068458240524 * b59 - x812 =L= 2.584094118472698;
e295..  3.7702224892817036 * b59 + x812 =L= 2.6362139436096603;
e296..  1.450085572800655 * b60 - x812 =L= 2.584094118472698;
e297..  3.4802053747215727 * b60 + x812 =L= 2.6362139436096603;
e298..  1.740102687360786 * b61 - x812 =L= 2.584094118472698;
e299..  3.1901882601614417 * b61 + x812 =L= 2.6362139436096603;
e300..  2.0301198019209172 * b62 - x812 =L= 2.584094118472698;
e301..  2.9001711456013104 * b62 + x812 =L= 2.6362139436096603;
e302..  2.320136916481048 * b63 - x812 =L= 2.584094118472698;
e303..  2.610154031041179 * b63 + x812 =L= 2.6362139436096603;
e304..  2.610154031041179 * b64 - x812 =L= 2.584094118472698;
e305..  2.320136916481048 * b64 + x812 =L= 2.6362139436096603;
e306..  2.90017114560131 * b65 - x812 =L= 2.584094118472698;
e307..  2.0301198019209172 * b65 + x812 =L= 2.6362139436096603;
e308..  3.190188260161441 * b66 - x812 =L= 2.584094118472698;
e309..  1.740102687360786 * b66 + x812 =L= 2.6362139436096603;
e310..  3.4802053747215727 * b67 - x812 =L= 2.584094118472698;
e311..  1.4500855728006552 * b67 + x812 =L= 2.6362139436096603;
e312..  3.7702224892817036 * b68 - x812 =L= 2.584094118472698;
e313..  1.1600684582405243 * b68 + x812 =L= 2.6362139436096603;
e314..  4.0602396038418345 * b69 - x812 =L= 2.584094118472698;
e315..  0.8700513436803929 * b69 + x812 =L= 2.6362139436096603;
e316..  4.350256718401965 * b70 - x812 =L= 2.584094118472698;
e317..  0.5800342291202618 * b70 + x812 =L= 2.6362139436096603;
e318..  4.640273832962096 * b71 - x812 =L= 2.584094118472698;
e319..  0.2900171145601309 * b71 + x812 =L= 2.6362139436096603;
e320..  4.930290947522227 * b72 - x812 =L= 2.584094118472698;
e321..  x812 =L= 2.6362139436096603;
e322..  b55 + b56 + b57 + b58 + b59 + b60 + b61 + b62 + b63 + b64 + b65 + b66
        + b67 + b68 + b69 + b70 + b71 + b72 =E= 1;
e323..  -b55 * (8.910143535466846 + 3.4480723715795203 * x812) - b56 * (
        -6.910143535466847 - 3.4480723715795203 * x812) + x361 =E= 0;
e324..  -b56 * (7.910143535466847 + 3.4480723715795203 * x812) - b57 * (
        -5.910143535466841 - 3.4480723715795176 * x812) + x362 =E= 0;
e325..  -b57 * (6.910143535466841 + 3.4480723715795176 * x812) - b58 * (
        -4.910143535466841 - 3.4480723715795176 * x812) + x363 =E= 0;
e326..  -b58 * (5.910143535466841 + 3.4480723715795176 * x812) - b59 * (
        -3.910143535466845 - 3.4480723715795203 * x812) + x364 =E= 0;
e327..  -b59 * (4.910143535466845 + 3.4480723715795203 * x812) - b60 * (
        -2.9101435354668417 - 3.4480723715795176 * x812) + x365 =E= 0;
e328..  -b60 * (3.9101435354668417 + 3.4480723715795176 * x812) - b61 * (
        -1.9101435354668441 - 3.4480723715795203 * x812) + x366 =E= 0;
e329..  -b61 * (2.910143535466844 + 3.4480723715795203 * x812) - b62 * (
        -0.9101435354668427 - 3.4480723715795176 * x812) + x367 =E= 0;
e330..  -b62 * (1.9101435354668426 + 3.4480723715795176 * x812) - b63 * (
        0.08985646453315736 - 3.4480723715795176 * x812) + x368 =E= 0;
e331..  -b63 * (0.9101435354668427 + 3.4480723715795176 * x812) - b64 * (
        1.0898564645331574 - 3.4480723715795203 * x812) + x369 =E= 0;
e332..  -b64 * (-0.08985646453315743 + 3.4480723715795203 * x812) - b65 * (
        2.0898564645331574 - 3.4480723715795203 * x812) + x370 =E= 0;
e333..  -b65 * (-1.0898564645331574 + 3.4480723715795203 * x812) - b66 * (
        3.0898564645331543 - 3.448072371579515 * x812) + x371 =E= 0;
e334..  -b66 * (-2.0898564645331543 + 3.448072371579515 * x812) - b67 * (
        4.089856464533159 - 3.4480723715795203 * x812) + x372 =E= 0;
e335..  -b67 * (-3.0898564645331588 + 3.4480723715795203 * x812) - b68 * (
        5.089856464533159 - 3.4480723715795203 * x812) + x373 =E= 0;
e336..  -b68 * (-4.089856464533159 + 3.4480723715795203 * x812) - b69 * (
        6.089856464533151 - 3.448072371579515 * x812) + x374 =E= 0;
e337..  -b69 * (-5.089856464533151 + 3.448072371579515 * x812) - b70 * (
        7.089856464533156 - 3.4480723715795176 * x812) + x375 =E= 0;
e338..  -b70 * (-6.089856464533156 + 3.4480723715795176 * x812) - b71 * (
        8.089856464533161 - 3.4480723715795203 * x812) + x376 =E= 0;
e339..  -b71 * (-7.089856464533161 + 3.4480723715795203 * x812) - b72 * (
        9.089856464533161 - 3.4480723715795203 * x812) + x377 =E= 0;
e340..  -x361 * (4.455071767733423 + 1.7240361857897601 * x812) - x362 * (
        -2.9550717677334215 - 1.7240361857897595 * x812) + x378 =E= 0;
e341..  -x362 * (3.9550717677334215 + 1.7240361857897595 * x812) - x363 * (
        -2.4550717677334206 - 1.7240361857897588 * x812) + x379 =E= 0;
e342..  -x363 * (3.4550717677334206 + 1.7240361857897588 * x812) - x364 * (
        -1.9550717677334217 - 1.7240361857897595 * x812) + x380 =E= 0;
e343..  -x364 * (2.9550717677334215 + 1.7240361857897595 * x812) - x365 * (
        -1.4550717677334215 - 1.7240361857897595 * x812) + x381 =E= 0;
e344..  -x365 * (2.4550717677334215 + 1.7240361857897595 * x812) - x366 * (
        -0.9550717677334217 - 1.7240361857897595 * x812) + x382 =E= 0;
e345..  -x366 * (1.9550717677334217 + 1.7240361857897595 * x812) - x367 * (
        -0.4550717677334215 - 1.7240361857897595 * x812) + x383 =E= 0;
e346..  -x367 * (1.4550717677334215 + 1.7240361857897595 * x812) - x368 * (
        0.04492823226657868 - 1.7240361857897588 * x812) + x384 =E= 0;
e347..  -x368 * (0.9550717677334213 + 1.7240361857897588 * x812) - x369 * (
        0.5449282322665785 - 1.7240361857897595 * x812) + x385 =E= 0;
e348..  -x369 * (0.4550717677334215 + 1.7240361857897595 * x812) - x370 * (
        1.0449282322665787 - 1.7240361857897601 * x812) + x386 =E= 0;
e349..  -x370 * (-0.044928232266578716 + 1.7240361857897601 * x812) - x371 * (
        1.5449282322665783 - 1.7240361857897588 * x812) + x387 =E= 0;
e350..  -x371 * (-0.5449282322665783 + 1.7240361857897588 * x812) - x372 * (
        2.044928232266578 - 1.7240361857897588 * x812) + x388 =E= 0;
e351..  -x372 * (-1.0449282322665778 + 1.7240361857897588 * x812) - x373 * (
        2.5449282322665794 - 1.7240361857897601 * x812) + x389 =E= 0;
e352..  -x373 * (-1.5449282322665794 + 1.7240361857897601 * x812) - x374 * (
        3.044928232266578 - 1.7240361857897588 * x812) + x390 =E= 0;
e353..  -x374 * (-2.044928232266578 + 1.7240361857897588 * x812) - x375 * (
        3.5449282322665767 - 1.7240361857897581 * x812) + x391 =E= 0;
e354..  -x375 * (-2.5449282322665767 + 1.7240361857897581 * x812) - x376 * (
        4.044928232266579 - 1.7240361857897595 * x812) + x392 =E= 0;
e355..  -x376 * (-3.044928232266579 + 1.7240361857897595 * x812) - x377 * (
        4.544928232266581 - 1.7240361857897601 * x812) + x393 =E= 0;
e356..  -x378 * (2.9700478451556145 + 1.149357457193173 * x812) - x379 * (
        -1.6367145118222808 - 1.1493574571931728 * x812) + x394 =E= 0;
e357..  -x379 * (2.6367145118222806 + 1.1493574571931728 * x812) - x380 * (
        -1.3033811784889475 - 1.1493574571931728 * x812) + x395 =E= 0;
e358..  -x380 * (2.3033811784889475 + 1.1493574571931728 * x812) - x381 * (
        -0.9700478451556142 - 1.1493574571931728 * x812) + x396 =E= 0;
e359..  -x381 * (1.9700478451556143 + 1.1493574571931728 * x812) - x382 * (
        -0.6367145118222811 - 1.149357457193173 * x812) + x397 =E= 0;
e360..  -x382 * (1.636714511822281 + 1.149357457193173 * x812) - x383 * (
        -0.30338117848894763 - 1.1493574571931728 * x812) + x398 =E= 0;
e361..  -x383 * (1.3033811784889475 + 1.1493574571931728 * x812) - x384 * (
        0.029952154844385796 - 1.1493574571931728 * x812) + x399 =E= 0;
e362..  -x384 * (0.9700478451556142 + 1.1493574571931728 * x812) - x385 * (
        0.36328548817771894 - 1.1493574571931728 * x812) + x400 =E= 0;
e363..  -x385 * (0.636714511822281 + 1.1493574571931728 * x812) - x386 * (
        0.6966188215110523 - 1.149357457193173 * x812) + x401 =E= 0;
e364..  -x386 * (0.3033811784889477 + 1.149357457193173 * x812) - x387 * (
        1.0299521548443857 - 1.1493574571931728 * x812) + x402 =E= 0;
e365..  -x387 * (-0.029952154844385796 + 1.1493574571931728 * x812) - x388 * (
        1.363285488177719 - 1.1493574571931728 * x812) + x403 =E= 0;
e366..  -x388 * (-0.36328548817771894 + 1.1493574571931728 * x812) - x389 * (
        1.696618821511052 - 1.1493574571931728 * x812) + x404 =E= 0;
e367..  -x389 * (-0.6966188215110521 + 1.1493574571931728 * x812) - x390 * (
        2.029952154844386 - 1.1493574571931728 * x812) + x405 =E= 0;
e368..  -x390 * (-1.0299521548443857 + 1.1493574571931728 * x812) - x391 * (
        2.3632854881777186 - 1.1493574571931726 * x812) + x406 =E= 0;
e369..  -x391 * (-1.3632854881777188 + 1.1493574571931726 * x812) - x392 * (
        2.696618821511052 - 1.1493574571931726 * x812) + x407 =E= 0;
e370..  -x392 * (-1.6966188215110518 + 1.1493574571931726 * x812) - x393 * (
        3.029952154844386 - 1.149357457193173 * x812) + x408 =E= 0;
e371..  0.5767395837255552 * x394 + 0.3254400958451864 * x395 +
        0.1043320250753601 * x396 - 0.08564607459218317 * x397 -
        0.24799699776152237 * x398 - 0.38532177899453085 * x399 -
        0.4996833326946909 * x400 - 0.5916740258354982 * x401 -
        0.6606137511734494 * x402 - 0.7034427887262283 * x403 -
        0.7144169855041843 * x404 - 0.6854676662708495 * x405 -
        0.6047435869133222 * x406 - 0.4597819144276661 * x407 -
        0.23665884125857456 * x408 - x824 =E= 0;
e372..  -x812 / (exp(-x812) + 1) + x825 =E= 0;
e373..  x799 - 1.7688121277770932 * x824 - 1.0359339204604747 * x825 =E= 0;
e374..  x361 + x362 + x363 + x364 + x365 + x366 + x367 + x368 + x369 + x370 +
        x371 + x372 + x373 + x374 + x375 + x376 + x377 =E= 1;
e375..  x378 + x379 + x380 + x381 + x382 + x383 + x384 + x385 + x386 + x387 +
        x388 + x389 + x390 + x391 + x392 + x393 =E= 1;
e376..  x394 + x395 + x396 + x397 + x398 + x399 + x400 + x401 + x402 + x403 +
        x404 + x405 + x406 + x407 + x408 =E= 1;
e377..  -x814 =L= 2.6455425451402155;
e378..  4.929894634116826 * b73 + x814 =L= 2.5743458909834827;
e379..  0.28999380200687197 * b74 - x814 =L= 2.6455425451402155;
e380..  4.639900832109954 * b74 + x814 =L= 2.5743458909834827;
e381..  0.5799876040137439 * b75 - x814 =L= 2.6455425451402155;
e382..  4.349907030103082 * b75 + x814 =L= 2.5743458909834827;
e383..  0.8699814060206161 * b76 - x814 =L= 2.6455425451402155;
e384..  4.05991322809621 * b76 + x814 =L= 2.5743458909834827;
e385..  1.1599752080274883 * b77 - x814 =L= 2.6455425451402155;
e386..  3.769919426089338 * b77 + x814 =L= 2.5743458909834827;
e387..  1.4499690100343603 * b78 - x814 =L= 2.6455425451402155;
e388..  3.4799256240824654 * b78 + x814 =L= 2.5743458909834827;
e389..  1.7399628120412327 * b79 - x814 =L= 2.6455425451402155;
e390..  3.1899318220755934 * b79 + x814 =L= 2.5743458909834827;
e391..  2.0299566140481047 * b80 - x814 =L= 2.6455425451402155;
e392..  2.8999380200687215 * b80 + x814 =L= 2.5743458909834827;
e393..  2.3199504160549766 * b81 - x814 =L= 2.6455425451402155;
e394..  2.609944218061849 * b81 + x814 =L= 2.5743458909834827;
e395..  2.609944218061849 * b82 - x814 =L= 2.6455425451402155;
e396..  2.3199504160549775 * b82 + x814 =L= 2.5743458909834827;
e397..  2.8999380200687206 * b83 - x814 =L= 2.6455425451402155;
e398..  2.029956614048105 * b83 + x814 =L= 2.5743458909834827;
e399..  3.189931822075593 * b84 - x814 =L= 2.6455425451402155;
e400..  1.7399628120412325 * b84 + x814 =L= 2.5743458909834827;
e401..  3.4799256240824654 * b85 - x814 =L= 2.6455425451402155;
e402..  1.4499690100343605 * b85 + x814 =L= 2.5743458909834827;
e403..  3.769919426089338 * b86 - x814 =L= 2.6455425451402155;
e404..  1.1599752080274885 * b86 + x814 =L= 2.5743458909834827;
e405..  4.059913228096209 * b87 - x814 =L= 2.6455425451402155;
e406..  0.8699814060206161 * b87 + x814 =L= 2.5743458909834827;
e407..  4.349907030103082 * b88 - x814 =L= 2.6455425451402155;
e408..  0.5799876040137439 * b88 + x814 =L= 2.5743458909834827;
e409..  4.639900832109954 * b89 - x814 =L= 2.6455425451402155;
e410..  0.28999380200687197 * b89 + x814 =L= 2.5743458909834827;
e411..  4.929894634116826 * b90 - x814 =L= 2.6455425451402155;
e412..  x814 =L= 2.5743458909834827;
e413..  b73 + b74 + b75 + b76 + b77 + b78 + b79 + b80 + b81 + b82 + b83 + b84
        + b85 + b86 + b87 + b88 + b89 + b90 =E= 1;
e414..  -b73 * (9.122755475572282 + 3.4483495615409843 * x814) - b74 * (
        -7.122755475572282 - 3.4483495615409843 * x814) + x409 =E= 0;
e415..  -b74 * (8.122755475572282 + 3.4483495615409843 * x814) - b75 * (
        -6.122755475572276 - 3.4483495615409816 * x814) + x410 =E= 0;
e416..  -b75 * (7.122755475572276 + 3.4483495615409816 * x814) - b76 * (
        -5.122755475572276 - 3.4483495615409816 * x814) + x411 =E= 0;
e417..  -b76 * (6.122755475572276 + 3.4483495615409816 * x814) - b77 * (
        -4.12275547557228 - 3.4483495615409843 * x814) + x412 =E= 0;
e418..  -b77 * (5.12275547557228 + 3.4483495615409843 * x814) - b78 * (
        -3.1227554755722755 - 3.4483495615409803 * x814) + x413 =E= 0;
e419..  -b78 * (4.1227554755722755 + 3.4483495615409803 * x814) - b79 * (
        -2.122755475572278 - 3.448349561540983 * x814) + x414 =E= 0;
e420..  -b79 * (3.1227554755722777 + 3.448349561540983 * x814) - b80 * (
        -1.1227554755722773 - 3.4483495615409816 * x814) + x415 =E= 0;
e421..  -b80 * (2.1227554755722773 + 3.4483495615409816 * x814) - b81 * (
        -0.12275547557227726 - 3.4483495615409816 * x814) + x416 =E= 0;
e422..  -b81 * (1.1227554755722773 + 3.4483495615409816 * x814) - b82 * (
        0.8772445244277225 - 3.448349561540987 * x814) + x417 =E= 0;
e423..  -b82 * (0.12275547557227745 + 3.448349561540987 * x814) - b83 * (
        1.8772445244277205 - 3.448349561540979 * x814) + x418 =E= 0;
e424..  -b83 * (-0.8772445244277205 + 3.448349561540979 * x814) - b84 * (
        2.8772445244277205 - 3.448349561540979 * x814) + x419 =E= 0;
e425..  -b84 * (-1.8772445244277205 + 3.448349561540979 * x814) - b85 * (
        3.877244524427725 - 3.4483495615409843 * x814) + x420 =E= 0;
e426..  -b85 * (-2.877244524427725 + 3.4483495615409843 * x814) - b86 * (
        4.8772445244277245 - 3.4483495615409843 * x814) + x421 =E= 0;
e427..  -b86 * (-3.877244524427725 + 3.4483495615409843 * x814) - b87 * (
        5.877244524427717 - 3.448349561540979 * x814) + x422 =E= 0;
e428..  -b87 * (-4.877244524427717 + 3.448349561540979 * x814) - b88 * (
        6.877244524427722 - 3.4483495615409816 * x814) + x423 =E= 0;
e429..  -b88 * (-5.877244524427722 + 3.4483495615409816 * x814) - b89 * (
        7.877244524427727 - 3.4483495615409843 * x814) + x424 =E= 0;
e430..  -b89 * (-6.877244524427727 + 3.4483495615409843 * x814) - b90 * (
        8.877244524427727 - 3.4483495615409843 * x814) + x425 =E= 0;
e431..  -x409 * (4.561377737786141 + 1.7241747807704921 * x814) - x410 * (
        -3.061377737786139 - 1.7241747807704915 * x814) + x426 =E= 0;
e432..  -x410 * (4.061377737786139 + 1.7241747807704915 * x814) - x411 * (
        -2.561377737786138 - 1.7241747807704908 * x814) + x427 =E= 0;
e433..  -x411 * (3.561377737786138 + 1.7241747807704908 * x814) - x412 * (
        -2.0613777377861395 - 1.7241747807704915 * x814) + x428 =E= 0;
e434..  -x412 * (3.061377737786139 + 1.7241747807704915 * x814) - x413 * (
        -1.5613777377861389 - 1.7241747807704912 * x814) + x429 =E= 0;
e435..  -x413 * (2.5613777377861386 + 1.7241747807704912 * x814) - x414 * (
        -1.0613777377861386 - 1.7241747807704908 * x814) + x430 =E= 0;
e436..  -x414 * (2.0613777377861386 + 1.7241747807704908 * x814) - x415 * (
        -0.5613777377861388 - 1.7241747807704912 * x814) + x431 =E= 0;
e437..  -x415 * (1.5613777377861389 + 1.7241747807704912 * x814) - x416 * (
        -0.06137773778613863 - 1.7241747807704908 * x814) + x432 =E= 0;
e438..  -x416 * (1.0613777377861386 + 1.7241747807704908 * x814) - x417 * (
        0.4386222622138609 - 1.7241747807704921 * x814) + x433 =E= 0;
e439..  -x417 * (0.5613777377861391 + 1.7241747807704921 * x814) - x418 * (
        0.9386222622138614 - 1.7241747807704915 * x814) + x434 =E= 0;
e440..  -x418 * (0.061377737786138656 + 1.7241747807704915 * x814) - x419 * (
        1.4386222622138602 - 1.7241747807704895 * x814) + x435 =E= 0;
e441..  -x419 * (-0.43862226221386025 + 1.7241747807704895 * x814) - x420 * (
        1.938622262213861 - 1.7241747807704908 * x814) + x436 =E= 0;
e442..  -x420 * (-0.9386222622138609 + 1.7241747807704908 * x814) - x421 * (
        2.4386222622138622 - 1.7241747807704921 * x814) + x437 =E= 0;
e443..  -x421 * (-1.4386222622138625 + 1.7241747807704921 * x814) - x422 * (
        2.938622262213861 - 1.7241747807704908 * x814) + x438 =E= 0;
e444..  -x422 * (-1.938622262213861 + 1.7241747807704908 * x814) - x423 * (
        3.4386222622138596 - 1.7241747807704901 * x814) + x439 =E= 0;
e445..  -x423 * (-2.4386222622138596 + 1.7241747807704901 * x814) - x424 * (
        3.938622262213862 - 1.7241747807704915 * x814) + x440 =E= 0;
e446..  -x424 * (-2.938622262213862 + 1.7241747807704915 * x814) - x425 * (
        4.438622262213864 - 1.7241747807704921 * x814) + x441 =E= 0;
e447..  -x426 * (3.040918491857427 + 1.1494498538469946 * x814) - x427 * (
        -1.7075851585240924 - 1.1494498538469942 * x814) + x442 =E= 0;
e448..  -x427 * (2.7075851585240924 + 1.1494498538469942 * x814) - x428 * (
        -1.3742518251907594 - 1.1494498538469942 * x814) + x443 =E= 0;
e449..  -x428 * (2.3742518251907594 + 1.1494498538469942 * x814) - x429 * (
        -1.040918491857426 - 1.1494498538469942 * x814) + x444 =E= 0;
e450..  -x429 * (2.040918491857426 + 1.1494498538469942 * x814) - x430 * (
        -0.7075851585240925 - 1.1494498538469942 * x814) + x445 =E= 0;
e451..  -x430 * (1.7075851585240924 + 1.1494498538469942 * x814) - x431 * (
        -0.3742518251907591 - 1.149449853846994 * x814) + x446 =E= 0;
e452..  -x431 * (1.3742518251907592 + 1.149449853846994 * x814) - x432 * (
        -0.040918491857425764 - 1.1494498538469942 * x814) + x447 =E= 0;
e453..  -x432 * (1.040918491857426 + 1.1494498538469942 * x814) - x433 * (
        0.29241484147590724 - 1.1494498538469946 * x814) + x448 =E= 0;
e454..  -x433 * (0.7075851585240929 + 1.1494498538469946 * x814) - x434 * (
        0.6257481748092408 - 1.1494498538469942 * x814) + x449 =E= 0;
e455..  -x434 * (0.37425182519075917 + 1.1494498538469942 * x814) - x435 * (
        0.9590815081425743 - 1.149449853846994 * x814) + x450 =E= 0;
e456..  -x435 * (0.04091849185742576 + 1.149449853846994 * x814) - x436 * (
        1.2924148414759071 - 1.1494498538469937 * x814) + x451 =E= 0;
e457..  -x436 * (-0.292414841475907 + 1.1494498538469937 * x814) - x437 * (
        1.6257481748092408 - 1.1494498538469942 * x814) + x452 =E= 0;
e458..  -x437 * (-0.6257481748092408 + 1.1494498538469942 * x814) - x438 * (
        1.9590815081425743 - 1.1494498538469942 * x814) + x453 =E= 0;
e459..  -x438 * (-0.9590815081425744 + 1.1494498538469942 * x814) - x439 * (
        2.2924148414759076 - 1.149449853846994 * x814) + x454 =E= 0;
e460..  -x439 * (-1.2924148414759073 + 1.149449853846994 * x814) - x440 * (
        2.6257481748092406 - 1.149449853846994 * x814) + x455 =E= 0;
e461..  -x440 * (-1.6257481748092404 + 1.149449853846994 * x814) - x441 * (
        2.9590815081425754 - 1.1494498538469946 * x814) + x456 =E= 0;
e462..  0.6757803853648842 * x442 + 0.465261962119409 * x443 +
        0.2615690387585117 * x444 + 0.06792935040709773 * x445 -
        0.1086470669075907 * x446 - 0.2613138157067837 * x447 -
        0.38313559784447226 * x448 - 0.4695403481327123 * x449 -
        0.5184566473991286 * x450 - 0.5311547569588246 * x451 -
        0.5120875523606533 * x452 - 0.4675194672712125 * x453 -
        0.4051997780235455 * x454 - 0.33096575315160204 * x455 -
        0.25570531545454167 * x456 - x826 =E= 0;
e463..  -x814 / (exp(-x814) + 1) + x827 =E= 0;
e464..  x800 - 0.5754430334145386 * x826 + 0.5466914544858144 * x827 =E= 0;
e465..  x409 + x410 + x411 + x412 + x413 + x414 + x415 + x416 + x417 + x418 +
        x419 + x420 + x421 + x422 + x423 + x424 + x425 =E= 1;
e466..  x426 + x427 + x428 + x429 + x430 + x431 + x432 + x433 + x434 + x435 +
        x436 + x437 + x438 + x439 + x440 + x441 =E= 1;
e467..  x442 + x443 + x444 + x445 + x446 + x447 + x448 + x449 + x450 + x451 +
        x452 + x453 + x454 + x455 + x456 =E= 1;
e468..  -x816 =L= 2.604728645272446;
e469..  4.932873021692943 * b91 + x816 =L= 2.6183133776965524;
e470..  0.2901690012760554 * b92 - x816 =L= 2.604728645272446;
e471..  4.642704020416888 * b92 + x816 =L= 2.6183133776965524;
e472..  0.5803380025521108 * b93 - x816 =L= 2.604728645272446;
e473..  4.3525350191408325 * b93 + x816 =L= 2.6183133776965524;
e474..  0.8705070038281661 * b94 - x816 =L= 2.604728645272446;
e475..  4.062366017864777 * b94 + x816 =L= 2.6183133776965524;
e476..  1.1606760051042215 * b95 - x816 =L= 2.604728645272446;
e477..  3.772197016588721 * b95 + x816 =L= 2.6183133776965524;
e478..  1.4508450063802771 * b96 - x816 =L= 2.604728645272446;
e479..  3.4820280153126655 * b96 + x816 =L= 2.6183133776965524;
e480..  1.7410140076563327 * b97 - x816 =L= 2.604728645272446;
e481..  3.19185901403661 * b97 + x816 =L= 2.6183133776965524;
e482..  2.031183008932388 * b98 - x816 =L= 2.604728645272446;
e483..  2.9016900127605547 * b98 + x816 =L= 2.6183133776965524;
e484..  2.3213520102084435 * b99 - x816 =L= 2.604728645272446;
e485..  2.6115210114844993 * b99 + x816 =L= 2.6183133776965524;
e486..  2.6115210114844993 * b100 - x816 =L= 2.604728645272446;
e487..  2.321352010208444 * b100 + x816 =L= 2.6183133776965524;
e488..  2.9016900127605543 * b101 - x816 =L= 2.604728645272446;
e489..  2.031183008932388 * b101 + x816 =L= 2.6183133776965524;
e490..  3.19185901403661 * b102 - x816 =L= 2.604728645272446;
e491..  1.7410140076563327 * b102 + x816 =L= 2.6183133776965524;
e492..  3.4820280153126655 * b103 - x816 =L= 2.604728645272446;
e493..  1.4508450063802774 * b103 + x816 =L= 2.6183133776965524;
e494..  3.772197016588721 * b104 - x816 =L= 2.604728645272446;
e495..  1.160676005104222 * b104 + x816 =L= 2.6183133776965524;
e496..  4.062366017864776 * b105 - x816 =L= 2.604728645272446;
e497..  0.8705070038281661 * b105 + x816 =L= 2.6183133776965524;
e498..  4.3525350191408325 * b106 - x816 =L= 2.604728645272446;
e499..  0.5803380025521108 * b106 + x816 =L= 2.6183133776965524;
e500..  4.642704020416888 * b107 - x816 =L= 2.604728645272446;
e501..  0.2901690012760554 * b107 + x816 =L= 2.6183133776965524;
e502..  4.932873021692943 * b108 - x816 =L= 2.604728645272446;
e503..  x816 =L= 2.6183133776965524;
e504..  b91 + b92 + b93 + b94 + b95 + b96 + b97 + b98 + b99 + b100 + b101 +
        b102 + b103 + b104 + b105 + b106 + b107 + b108 =E= 1;
e505..  -b91 * (8.976591689042653 + 3.446267504807101 * x816) - b92 * (
        -6.976591689042653 - 3.446267504807101 * x816) + x457 =E= 0;
e506..  -b92 * (7.976591689042653 + 3.446267504807101 * x816) - b93 * (
        -5.976591689042653 - 3.446267504807101 * x816) + x458 =E= 0;
e507..  -b93 * (6.976591689042653 + 3.446267504807101 * x816) - b94 * (
        -4.976591689042653 - 3.446267504807101 * x816) + x459 =E= 0;
e508..  -b94 * (5.976591689042653 + 3.446267504807101 * x816) - b95 * (
        -3.9765916890426496 - 3.4462675048070985 * x816) + x460 =E= 0;
e509..  -b95 * (4.97659168904265 + 3.4462675048070985 * x816) - b96 * (
        -2.976591689042651 - 3.4462675048071 * x816) + x461 =E= 0;
e510..  -b96 * (3.976591689042651 + 3.4462675048071 * x816) - b97 * (
        -1.9765916890426511 - 3.4462675048071 * x816) + x462 =E= 0;
e511..  -b97 * (2.976591689042651 + 3.4462675048071 * x816) - b98 * (
        -0.9765916890426519 - 3.446267504807101 * x816) + x463 =E= 0;
e512..  -b98 * (1.9765916890426518 + 3.446267504807101 * x816) - b99 * (
        0.023408310957348823 - 3.4462675048070985 * x816) + x464 =E= 0;
e513..  -b99 * (0.9765916890426511 + 3.4462675048070985 * x816) - b100 * (
        1.0234083109573489 - 3.446267504807104 * x816) + x465 =E= 0;
e514..  -b100 * (-0.02340831095734886 + 3.446267504807104 * x816) - b101 * (
        2.023408310957347 - 3.4462675048070963 * x816) + x466 =E= 0;
e515..  -b101 * (-1.0234083109573466 + 3.4462675048070963 * x816) - b102 * (
        3.0234083109573495 - 3.446267504807101 * x816) + x467 =E= 0;
e516..  -b102 * (-2.0234083109573495 + 3.446267504807101 * x816) - b103 * (
        4.0234083109573495 - 3.446267504807101 * x816) + x468 =E= 0;
e517..  -b103 * (-3.0234083109573495 + 3.446267504807101 * x816) - b104 * (
        5.0234083109573495 - 3.446267504807101 * x816) + x469 =E= 0;
e518..  -b104 * (-4.0234083109573495 + 3.446267504807101 * x816) - b105 * (
        6.023408310957342 - 3.4462675048070963 * x816) + x470 =E= 0;
e519..  -b105 * (-5.023408310957342 + 3.4462675048070963 * x816) - b106 * (
        7.02340831095735 - 3.446267504807101 * x816) + x471 =E= 0;
e520..  -b106 * (-6.02340831095735 + 3.446267504807101 * x816) - b107 * (
        8.02340831095735 - 3.446267504807101 * x816) + x472 =E= 0;
e521..  -b107 * (-7.02340831095735 + 3.446267504807101 * x816) - b108 * (
        9.02340831095735 - 3.446267504807101 * x816) + x473 =E= 0;
e522..  -x457 * (4.488295844521327 + 1.7231337524035506 * x816) - x458 * (
        -2.9882958445213266 - 1.7231337524035506 * x816) + x474 =E= 0;
e523..  -x458 * (3.9882958445213266 + 1.7231337524035506 * x816) - x459 * (
        -2.4882958445213266 - 1.7231337524035506 * x816) + x475 =E= 0;
e524..  -x459 * (3.4882958445213266 + 1.7231337524035506 * x816) - x460 * (
        -1.9882958445213255 - 1.72313375240355 * x816) + x476 =E= 0;
e525..  -x460 * (2.9882958445213252 + 1.72313375240355 * x816) - x461 * (
        -1.4882958445213252 - 1.7231337524035497 * x816) + x477 =E= 0;
e526..  -x461 * (2.4882958445213252 + 1.7231337524035497 * x816) - x462 * (
        -0.9882958445213256 - 1.72313375240355 * x816) + x478 =E= 0;
e527..  -x462 * (1.9882958445213255 + 1.72313375240355 * x816) - x463 * (
        -0.48829584452132585 - 1.7231337524035504 * x816) + x479 =E= 0;
e528..  -x463 * (1.488295844521326 + 1.7231337524035504 * x816) - x464 * (
        0.011704155478674417 - 1.72313375240355 * x816) + x480 =E= 0;
e529..  -x464 * (0.9882958445213256 + 1.72313375240355 * x816) - x465 * (
        0.511704155478674 - 1.7231337524035506 * x816) + x481 =E= 0;
e530..  -x465 * (0.48829584452132596 + 1.7231337524035506 * x816) - x466 * (
        1.0117041554786743 - 1.72313375240355 * x816) + x482 =E= 0;
e531..  -x466 * (-0.011704155478674417 + 1.72313375240355 * x816) - x467 * (
        1.5117041554786737 - 1.7231337524035493 * x816) + x483 =E= 0;
e532..  -x467 * (-0.5117041554786737 + 1.7231337524035493 * x816) - x468 * (
        2.0117041554786748 - 1.7231337524035506 * x816) + x484 =E= 0;
e533..  -x468 * (-1.0117041554786748 + 1.7231337524035506 * x816) - x469 * (
        2.5117041554786748 - 1.7231337524035506 * x816) + x485 =E= 0;
e534..  -x469 * (-1.5117041554786748 + 1.7231337524035506 * x816) - x470 * (
        3.011704155478673 - 1.7231337524035493 * x816) + x486 =E= 0;
e535..  -x470 * (-2.011704155478673 + 1.7231337524035493 * x816) - x471 * (
        3.5117041554786725 - 1.7231337524035493 * x816) + x487 =E= 0;
e536..  -x471 * (-2.5117041554786725 + 1.7231337524035493 * x816) - x472 * (
        4.011704155478675 - 1.7231337524035506 * x816) + x488 =E= 0;
e537..  -x472 * (-3.011704155478675 + 1.7231337524035506 * x816) - x473 * (
        4.511704155478675 - 1.7231337524035506 * x816) + x489 =E= 0;
e538..  -x474 * (2.9921972296808845 + 1.1487558349357005 * x816) - x475 * (
        -1.6588638963475513 - 1.1487558349357005 * x816) + x490 =E= 0;
e539..  -x475 * (2.6588638963475515 + 1.1487558349357005 * x816) - x476 * (
        -1.3255305630142171 - 1.1487558349357 * x816) + x491 =E= 0;
e540..  -x476 * (2.325530563014217 + 1.1487558349357 * x816) - x477 * (
        -0.9921972296808838 - 1.1487558349357 * x816) + x492 =E= 0;
e541..  -x477 * (1.9921972296808839 + 1.1487558349357 * x816) - x478 * (
        -0.6588638963475503 - 1.1487558349356999 * x816) + x493 =E= 0;
e542..  -x478 * (1.6588638963475504 + 1.1487558349356999 * x816) - x479 * (
        -0.32553056301421723 - 1.1487558349357 * x816) + x494 =E= 0;
e543..  -x479 * (1.3255305630142171 + 1.1487558349357 * x816) - x480 * (
        0.007802770319116279 - 1.1487558349357 * x816) + x495 =E= 0;
e544..  -x480 * (0.9921972296808838 + 1.1487558349357 * x816) - x481 * (
        0.3411361036524494 - 1.1487558349357005 * x816) + x496 =E= 0;
e545..  -x481 * (0.6588638963475507 + 1.1487558349357005 * x816) - x482 * (
        0.6744694369857829 - 1.1487558349356999 * x816) + x497 =E= 0;
e546..  -x482 * (0.3255305630142171 + 1.1487558349356999 * x816) - x483 * (
        1.0078027703191161 - 1.1487558349357 * x816) + x498 =E= 0;
e547..  -x483 * (-0.007802770319116279 + 1.1487558349357 * x816) - x484 * (
        1.3411361036524492 - 1.1487558349356999 * x816) + x499 =E= 0;
e548..  -x484 * (-0.3411361036524492 + 1.1487558349356999 * x816) - x485 * (
        1.6744694369857833 - 1.1487558349357005 * x816) + x500 =E= 0;
e549..  -x485 * (-0.6744694369857832 + 1.1487558349357005 * x816) - x486 * (
        2.007802770319116 - 1.1487558349356999 * x816) + x501 =E= 0;
e550..  -x486 * (-1.0078027703191161 + 1.1487558349356999 * x816) - x487 * (
        2.3411361036524494 - 1.1487558349356999 * x816) + x502 =E= 0;
e551..  -x487 * (-1.3411361036524492 + 1.1487558349356999 * x816) - x488 * (
        2.6744694369857824 - 1.1487558349356999 * x816) + x503 =E= 0;
e552..  -x488 * (-1.6744694369857824 + 1.1487558349356999 * x816) - x489 * (
        3.0078027703191172 - 1.1487558349357005 * x816) + x504 =E= 0;
e553..  0.07743232474158 * x490 + 0.05849804519481944 * x491 +
        0.06294109109988323 * x492 + 0.0613258643585625 * x493 +
        0.06138815400548242 * x494 + 0.0588537043941139 * x495 +
        0.05556427513027618 * x496 + 0.05040016589404059 * x497 +
        0.043350691300644104 * x498 + 0.0352912153503437 * x499 +
        0.025033829741977064 * x500 + 0.014093091361200896 * x501 +
        0.002136067340964728 * x502 - 0.010266528869142696 * x503 -
        0.020192814766493396 * x504 - x828 =E= 0;
e554..  -x816 / (exp(-x816) + 1) + x829 =E= 0;
e555..  x801 - 0.17544225246064193 * x828 - 0.0071112925495459564 * x829 =E= 0;
e556..  x457 + x458 + x459 + x460 + x461 + x462 + x463 + x464 + x465 + x466 +
        x467 + x468 + x469 + x470 + x471 + x472 + x473 =E= 1;
e557..  x474 + x475 + x476 + x477 + x478 + x479 + x480 + x481 + x482 + x483 +
        x484 + x485 + x486 + x487 + x488 + x489 =E= 1;
e558..  x490 + x491 + x492 + x493 + x494 + x495 + x496 + x497 + x498 + x499 +
        x500 + x501 + x502 + x503 + x504 =E= 1;
e559..  -x813 =L= 2.584094118472698;
e560..  4.930290947522227 * b109 + x813 =L= 2.6362139436096603;
e561..  0.2900171145601309 * b110 - x813 =L= 2.584094118472698;
e562..  4.640273832962096 * b110 + x813 =L= 2.6362139436096603;
e563..  0.5800342291202618 * b111 - x813 =L= 2.584094118472698;
e564..  4.350256718401965 * b111 + x813 =L= 2.6362139436096603;
e565..  0.8700513436803929 * b112 - x813 =L= 2.584094118472698;
e566..  4.0602396038418345 * b112 + x813 =L= 2.6362139436096603;
e567..  1.160068458240524 * b113 - x813 =L= 2.584094118472698;
e568..  3.7702224892817036 * b113 + x813 =L= 2.6362139436096603;
e569..  1.450085572800655 * b114 - x813 =L= 2.584094118472698;
e570..  3.4802053747215727 * b114 + x813 =L= 2.6362139436096603;
e571..  1.740102687360786 * b115 - x813 =L= 2.584094118472698;
e572..  3.1901882601614417 * b115 + x813 =L= 2.6362139436096603;
e573..  2.0301198019209172 * b116 - x813 =L= 2.584094118472698;
e574..  2.9001711456013104 * b116 + x813 =L= 2.6362139436096603;
e575..  2.320136916481048 * b117 - x813 =L= 2.584094118472698;
e576..  2.610154031041179 * b117 + x813 =L= 2.6362139436096603;
e577..  2.610154031041179 * b118 - x813 =L= 2.584094118472698;
e578..  2.320136916481048 * b118 + x813 =L= 2.6362139436096603;
e579..  2.90017114560131 * b119 - x813 =L= 2.584094118472698;
e580..  2.0301198019209172 * b119 + x813 =L= 2.6362139436096603;
e581..  3.190188260161441 * b120 - x813 =L= 2.584094118472698;
e582..  1.740102687360786 * b120 + x813 =L= 2.6362139436096603;
e583..  3.4802053747215727 * b121 - x813 =L= 2.584094118472698;
e584..  1.4500855728006552 * b121 + x813 =L= 2.6362139436096603;
e585..  3.7702224892817036 * b122 - x813 =L= 2.584094118472698;
e586..  1.1600684582405243 * b122 + x813 =L= 2.6362139436096603;
e587..  4.0602396038418345 * b123 - x813 =L= 2.584094118472698;
e588..  0.8700513436803929 * b123 + x813 =L= 2.6362139436096603;
e589..  4.350256718401965 * b124 - x813 =L= 2.584094118472698;
e590..  0.5800342291202618 * b124 + x813 =L= 2.6362139436096603;
e591..  4.640273832962096 * b125 - x813 =L= 2.584094118472698;
e592..  0.2900171145601309 * b125 + x813 =L= 2.6362139436096603;
e593..  4.930290947522227 * b126 - x813 =L= 2.584094118472698;
e594..  x813 =L= 2.6362139436096603;
e595..  b109 + b110 + b111 + b112 + b113 + b114 + b115 + b116 + b117 + b118 +
        b119 + b120 + b121 + b122 + b123 + b124 + b125 + b126 =E= 1;
e596..  -b109 * (8.910143535466846 + 3.4480723715795203 * x813) - b110 * (
        -6.910143535466847 - 3.4480723715795203 * x813) + x505 =E= 0;
e597..  -b110 * (7.910143535466847 + 3.4480723715795203 * x813) - b111 * (
        -5.910143535466841 - 3.4480723715795176 * x813) + x506 =E= 0;
e598..  -b111 * (6.910143535466841 + 3.4480723715795176 * x813) - b112 * (
        -4.910143535466841 - 3.4480723715795176 * x813) + x507 =E= 0;
e599..  -b112 * (5.910143535466841 + 3.4480723715795176 * x813) - b113 * (
        -3.910143535466845 - 3.4480723715795203 * x813) + x508 =E= 0;
e600..  -b113 * (4.910143535466845 + 3.4480723715795203 * x813) - b114 * (
        -2.9101435354668417 - 3.4480723715795176 * x813) + x509 =E= 0;
e601..  -b114 * (3.9101435354668417 + 3.4480723715795176 * x813) - b115 * (
        -1.9101435354668441 - 3.4480723715795203 * x813) + x510 =E= 0;
e602..  -b115 * (2.910143535466844 + 3.4480723715795203 * x813) - b116 * (
        -0.9101435354668427 - 3.4480723715795176 * x813) + x511 =E= 0;
e603..  -b116 * (1.9101435354668426 + 3.4480723715795176 * x813) - b117 * (
        0.08985646453315736 - 3.4480723715795176 * x813) + x512 =E= 0;
e604..  -b117 * (0.9101435354668427 + 3.4480723715795176 * x813) - b118 * (
        1.0898564645331574 - 3.4480723715795203 * x813) + x513 =E= 0;
e605..  -b118 * (-0.08985646453315743 + 3.4480723715795203 * x813) - b119 * (
        2.0898564645331574 - 3.4480723715795203 * x813) + x514 =E= 0;
e606..  -b119 * (-1.0898564645331574 + 3.4480723715795203 * x813) - b120 * (
        3.0898564645331543 - 3.448072371579515 * x813) + x515 =E= 0;
e607..  -b120 * (-2.0898564645331543 + 3.448072371579515 * x813) - b121 * (
        4.089856464533159 - 3.4480723715795203 * x813) + x516 =E= 0;
e608..  -b121 * (-3.0898564645331588 + 3.4480723715795203 * x813) - b122 * (
        5.089856464533159 - 3.4480723715795203 * x813) + x517 =E= 0;
e609..  -b122 * (-4.089856464533159 + 3.4480723715795203 * x813) - b123 * (
        6.089856464533151 - 3.448072371579515 * x813) + x518 =E= 0;
e610..  -b123 * (-5.089856464533151 + 3.448072371579515 * x813) - b124 * (
        7.089856464533156 - 3.4480723715795176 * x813) + x519 =E= 0;
e611..  -b124 * (-6.089856464533156 + 3.4480723715795176 * x813) - b125 * (
        8.089856464533161 - 3.4480723715795203 * x813) + x520 =E= 0;
e612..  -b125 * (-7.089856464533161 + 3.4480723715795203 * x813) - b126 * (
        9.089856464533161 - 3.4480723715795203 * x813) + x521 =E= 0;
e613..  -x505 * (4.455071767733423 + 1.7240361857897601 * x813) - x506 * (
        -2.9550717677334215 - 1.7240361857897595 * x813) + x522 =E= 0;
e614..  -x506 * (3.9550717677334215 + 1.7240361857897595 * x813) - x507 * (
        -2.4550717677334206 - 1.7240361857897588 * x813) + x523 =E= 0;
e615..  -x507 * (3.4550717677334206 + 1.7240361857897588 * x813) - x508 * (
        -1.9550717677334217 - 1.7240361857897595 * x813) + x524 =E= 0;
e616..  -x508 * (2.9550717677334215 + 1.7240361857897595 * x813) - x509 * (
        -1.4550717677334215 - 1.7240361857897595 * x813) + x525 =E= 0;
e617..  -x509 * (2.4550717677334215 + 1.7240361857897595 * x813) - x510 * (
        -0.9550717677334217 - 1.7240361857897595 * x813) + x526 =E= 0;
e618..  -x510 * (1.9550717677334217 + 1.7240361857897595 * x813) - x511 * (
        -0.4550717677334215 - 1.7240361857897595 * x813) + x527 =E= 0;
e619..  -x511 * (1.4550717677334215 + 1.7240361857897595 * x813) - x512 * (
        0.04492823226657868 - 1.7240361857897588 * x813) + x528 =E= 0;
e620..  -x512 * (0.9550717677334213 + 1.7240361857897588 * x813) - x513 * (
        0.5449282322665785 - 1.7240361857897595 * x813) + x529 =E= 0;
e621..  -x513 * (0.4550717677334215 + 1.7240361857897595 * x813) - x514 * (
        1.0449282322665787 - 1.7240361857897601 * x813) + x530 =E= 0;
e622..  -x514 * (-0.044928232266578716 + 1.7240361857897601 * x813) - x515 * (
        1.5449282322665783 - 1.7240361857897588 * x813) + x531 =E= 0;
e623..  -x515 * (-0.5449282322665783 + 1.7240361857897588 * x813) - x516 * (
        2.044928232266578 - 1.7240361857897588 * x813) + x532 =E= 0;
e624..  -x516 * (-1.0449282322665778 + 1.7240361857897588 * x813) - x517 * (
        2.5449282322665794 - 1.7240361857897601 * x813) + x533 =E= 0;
e625..  -x517 * (-1.5449282322665794 + 1.7240361857897601 * x813) - x518 * (
        3.044928232266578 - 1.7240361857897588 * x813) + x534 =E= 0;
e626..  -x518 * (-2.044928232266578 + 1.7240361857897588 * x813) - x519 * (
        3.5449282322665767 - 1.7240361857897581 * x813) + x535 =E= 0;
e627..  -x519 * (-2.5449282322665767 + 1.7240361857897581 * x813) - x520 * (
        4.044928232266579 - 1.7240361857897595 * x813) + x536 =E= 0;
e628..  -x520 * (-3.044928232266579 + 1.7240361857897595 * x813) - x521 * (
        4.544928232266581 - 1.7240361857897601 * x813) + x537 =E= 0;
e629..  -x522 * (2.9700478451556145 + 1.149357457193173 * x813) - x523 * (
        -1.6367145118222808 - 1.1493574571931728 * x813) + x538 =E= 0;
e630..  -x523 * (2.6367145118222806 + 1.1493574571931728 * x813) - x524 * (
        -1.3033811784889475 - 1.1493574571931728 * x813) + x539 =E= 0;
e631..  -x524 * (2.3033811784889475 + 1.1493574571931728 * x813) - x525 * (
        -0.9700478451556142 - 1.1493574571931728 * x813) + x540 =E= 0;
e632..  -x525 * (1.9700478451556143 + 1.1493574571931728 * x813) - x526 * (
        -0.6367145118222811 - 1.149357457193173 * x813) + x541 =E= 0;
e633..  -x526 * (1.636714511822281 + 1.149357457193173 * x813) - x527 * (
        -0.30338117848894763 - 1.1493574571931728 * x813) + x542 =E= 0;
e634..  -x527 * (1.3033811784889475 + 1.1493574571931728 * x813) - x528 * (
        0.029952154844385796 - 1.1493574571931728 * x813) + x543 =E= 0;
e635..  -x528 * (0.9700478451556142 + 1.1493574571931728 * x813) - x529 * (
        0.36328548817771894 - 1.1493574571931728 * x813) + x544 =E= 0;
e636..  -x529 * (0.636714511822281 + 1.1493574571931728 * x813) - x530 * (
        0.6966188215110523 - 1.149357457193173 * x813) + x545 =E= 0;
e637..  -x530 * (0.3033811784889477 + 1.149357457193173 * x813) - x531 * (
        1.0299521548443857 - 1.1493574571931728 * x813) + x546 =E= 0;
e638..  -x531 * (-0.029952154844385796 + 1.1493574571931728 * x813) - x532 * (
        1.363285488177719 - 1.1493574571931728 * x813) + x547 =E= 0;
e639..  -x532 * (-0.36328548817771894 + 1.1493574571931728 * x813) - x533 * (
        1.696618821511052 - 1.1493574571931728 * x813) + x548 =E= 0;
e640..  -x533 * (-0.6966188215110521 + 1.1493574571931728 * x813) - x534 * (
        2.029952154844386 - 1.1493574571931728 * x813) + x549 =E= 0;
e641..  -x534 * (-1.0299521548443857 + 1.1493574571931728 * x813) - x535 * (
        2.3632854881777186 - 1.1493574571931726 * x813) + x550 =E= 0;
e642..  -x535 * (-1.3632854881777188 + 1.1493574571931726 * x813) - x536 * (
        2.696618821511052 - 1.1493574571931726 * x813) + x551 =E= 0;
e643..  -x536 * (-1.6966188215110518 + 1.1493574571931726 * x813) - x537 * (
        3.029952154844386 - 1.149357457193173 * x813) + x552 =E= 0;
e644..  -0.22484073868114418 * x538 + 0.030611913983254937 * x539 +
        0.2444354973762742 * x540 + 0.41845046860357626 * x541 +
        0.5531014934557912 * x542 + 0.6492199763008023 * x543 +
        0.7076243489098961 * x544 + 0.7291748287117856 * x545 +
        0.7145124269323045 * x546 + 0.6644872887360985 * x547 +
        0.5805181901077126 * x548 + 0.4650043781368227 * x549 +
        0.3228317472676983 * x550 + 0.16149384779336823 * x551 -
        0.0070804743281131614 * x552 - x830 =E= 0;
e645..  -x813 / (exp(-x813) + 1) + x831 =E= 0;
e646..  x803 - 1.2084684448152636 * x830 + 0.005776757150903494 * x831 =E= 0;
e647..  x505 + x506 + x507 + x508 + x509 + x510 + x511 + x512 + x513 + x514 +
        x515 + x516 + x517 + x518 + x519 + x520 + x521 =E= 1;
e648..  x522 + x523 + x524 + x525 + x526 + x527 + x528 + x529 + x530 + x531 +
        x532 + x533 + x534 + x535 + x536 + x537 =E= 1;
e649..  x538 + x539 + x540 + x541 + x542 + x543 + x544 + x545 + x546 + x547 +
        x548 + x549 + x550 + x551 + x552 =E= 1;
e650..  -x815 =L= 2.6455425451402155;
e651..  4.929894634116826 * b127 + x815 =L= 2.5743458909834827;
e652..  0.28999380200687197 * b128 - x815 =L= 2.6455425451402155;
e653..  4.639900832109954 * b128 + x815 =L= 2.5743458909834827;
e654..  0.5799876040137439 * b129 - x815 =L= 2.6455425451402155;
e655..  4.349907030103082 * b129 + x815 =L= 2.5743458909834827;
e656..  0.8699814060206161 * b130 - x815 =L= 2.6455425451402155;
e657..  4.05991322809621 * b130 + x815 =L= 2.5743458909834827;
e658..  1.1599752080274883 * b131 - x815 =L= 2.6455425451402155;
e659..  3.769919426089338 * b131 + x815 =L= 2.5743458909834827;
e660..  1.4499690100343603 * b132 - x815 =L= 2.6455425451402155;
e661..  3.4799256240824654 * b132 + x815 =L= 2.5743458909834827;
e662..  1.7399628120412327 * b133 - x815 =L= 2.6455425451402155;
e663..  3.1899318220755934 * b133 + x815 =L= 2.5743458909834827;
e664..  2.0299566140481047 * b134 - x815 =L= 2.6455425451402155;
e665..  2.8999380200687215 * b134 + x815 =L= 2.5743458909834827;
e666..  2.3199504160549766 * b135 - x815 =L= 2.6455425451402155;
e667..  2.609944218061849 * b135 + x815 =L= 2.5743458909834827;
e668..  2.609944218061849 * b136 - x815 =L= 2.6455425451402155;
e669..  2.3199504160549775 * b136 + x815 =L= 2.5743458909834827;
e670..  2.8999380200687206 * b137 - x815 =L= 2.6455425451402155;
e671..  2.029956614048105 * b137 + x815 =L= 2.5743458909834827;
e672..  3.189931822075593 * b138 - x815 =L= 2.6455425451402155;
e673..  1.7399628120412325 * b138 + x815 =L= 2.5743458909834827;
e674..  3.4799256240824654 * b139 - x815 =L= 2.6455425451402155;
e675..  1.4499690100343605 * b139 + x815 =L= 2.5743458909834827;
e676..  3.769919426089338 * b140 - x815 =L= 2.6455425451402155;
e677..  1.1599752080274885 * b140 + x815 =L= 2.5743458909834827;
e678..  4.059913228096209 * b141 - x815 =L= 2.6455425451402155;
e679..  0.8699814060206161 * b141 + x815 =L= 2.5743458909834827;
e680..  4.349907030103082 * b142 - x815 =L= 2.6455425451402155;
e681..  0.5799876040137439 * b142 + x815 =L= 2.5743458909834827;
e682..  4.639900832109954 * b143 - x815 =L= 2.6455425451402155;
e683..  0.28999380200687197 * b143 + x815 =L= 2.5743458909834827;
e684..  4.929894634116826 * b144 - x815 =L= 2.6455425451402155;
e685..  x815 =L= 2.5743458909834827;
e686..  b127 + b128 + b129 + b130 + b131 + b132 + b133 + b134 + b135 + b136 +
        b137 + b138 + b139 + b140 + b141 + b142 + b143 + b144 =E= 1;
e687..  -b127 * (9.122755475572282 + 3.4483495615409843 * x815) - b128 * (
        -7.122755475572282 - 3.4483495615409843 * x815) + x553 =E= 0;
e688..  -b128 * (8.122755475572282 + 3.4483495615409843 * x815) - b129 * (
        -6.122755475572276 - 3.4483495615409816 * x815) + x554 =E= 0;
e689..  -b129 * (7.122755475572276 + 3.4483495615409816 * x815) - b130 * (
        -5.122755475572276 - 3.4483495615409816 * x815) + x555 =E= 0;
e690..  -b130 * (6.122755475572276 + 3.4483495615409816 * x815) - b131 * (
        -4.12275547557228 - 3.4483495615409843 * x815) + x556 =E= 0;
e691..  -b131 * (5.12275547557228 + 3.4483495615409843 * x815) - b132 * (
        -3.1227554755722755 - 3.4483495615409803 * x815) + x557 =E= 0;
e692..  -b132 * (4.1227554755722755 + 3.4483495615409803 * x815) - b133 * (
        -2.122755475572278 - 3.448349561540983 * x815) + x558 =E= 0;
e693..  -b133 * (3.1227554755722777 + 3.448349561540983 * x815) - b134 * (
        -1.1227554755722773 - 3.4483495615409816 * x815) + x559 =E= 0;
e694..  -b134 * (2.1227554755722773 + 3.4483495615409816 * x815) - b135 * (
        -0.12275547557227726 - 3.4483495615409816 * x815) + x560 =E= 0;
e695..  -b135 * (1.1227554755722773 + 3.4483495615409816 * x815) - b136 * (
        0.8772445244277225 - 3.448349561540987 * x815) + x561 =E= 0;
e696..  -b136 * (0.12275547557227745 + 3.448349561540987 * x815) - b137 * (
        1.8772445244277205 - 3.448349561540979 * x815) + x562 =E= 0;
e697..  -b137 * (-0.8772445244277205 + 3.448349561540979 * x815) - b138 * (
        2.8772445244277205 - 3.448349561540979 * x815) + x563 =E= 0;
e698..  -b138 * (-1.8772445244277205 + 3.448349561540979 * x815) - b139 * (
        3.877244524427725 - 3.4483495615409843 * x815) + x564 =E= 0;
e699..  -b139 * (-2.877244524427725 + 3.4483495615409843 * x815) - b140 * (
        4.8772445244277245 - 3.4483495615409843 * x815) + x565 =E= 0;
e700..  -b140 * (-3.877244524427725 + 3.4483495615409843 * x815) - b141 * (
        5.877244524427717 - 3.448349561540979 * x815) + x566 =E= 0;
e701..  -b141 * (-4.877244524427717 + 3.448349561540979 * x815) - b142 * (
        6.877244524427722 - 3.4483495615409816 * x815) + x567 =E= 0;
e702..  -b142 * (-5.877244524427722 + 3.4483495615409816 * x815) - b143 * (
        7.877244524427727 - 3.4483495615409843 * x815) + x568 =E= 0;
e703..  -b143 * (-6.877244524427727 + 3.4483495615409843 * x815) - b144 * (
        8.877244524427727 - 3.4483495615409843 * x815) + x569 =E= 0;
e704..  -x553 * (4.561377737786141 + 1.7241747807704921 * x815) - x554 * (
        -3.061377737786139 - 1.7241747807704915 * x815) + x570 =E= 0;
e705..  -x554 * (4.061377737786139 + 1.7241747807704915 * x815) - x555 * (
        -2.561377737786138 - 1.7241747807704908 * x815) + x571 =E= 0;
e706..  -x555 * (3.561377737786138 + 1.7241747807704908 * x815) - x556 * (
        -2.0613777377861395 - 1.7241747807704915 * x815) + x572 =E= 0;
e707..  -x556 * (3.061377737786139 + 1.7241747807704915 * x815) - x557 * (
        -1.5613777377861389 - 1.7241747807704912 * x815) + x573 =E= 0;
e708..  -x557 * (2.5613777377861386 + 1.7241747807704912 * x815) - x558 * (
        -1.0613777377861386 - 1.7241747807704908 * x815) + x574 =E= 0;
e709..  -x558 * (2.0613777377861386 + 1.7241747807704908 * x815) - x559 * (
        -0.5613777377861388 - 1.7241747807704912 * x815) + x575 =E= 0;
e710..  -x559 * (1.5613777377861389 + 1.7241747807704912 * x815) - x560 * (
        -0.06137773778613863 - 1.7241747807704908 * x815) + x576 =E= 0;
e711..  -x560 * (1.0613777377861386 + 1.7241747807704908 * x815) - x561 * (
        0.4386222622138609 - 1.7241747807704921 * x815) + x577 =E= 0;
e712..  -x561 * (0.5613777377861391 + 1.7241747807704921 * x815) - x562 * (
        0.9386222622138614 - 1.7241747807704915 * x815) + x578 =E= 0;
e713..  -x562 * (0.061377737786138656 + 1.7241747807704915 * x815) - x563 * (
        1.4386222622138602 - 1.7241747807704895 * x815) + x579 =E= 0;
e714..  -x563 * (-0.43862226221386025 + 1.7241747807704895 * x815) - x564 * (
        1.938622262213861 - 1.7241747807704908 * x815) + x580 =E= 0;
e715..  -x564 * (-0.9386222622138609 + 1.7241747807704908 * x815) - x565 * (
        2.4386222622138622 - 1.7241747807704921 * x815) + x581 =E= 0;
e716..  -x565 * (-1.4386222622138625 + 1.7241747807704921 * x815) - x566 * (
        2.938622262213861 - 1.7241747807704908 * x815) + x582 =E= 0;
e717..  -x566 * (-1.938622262213861 + 1.7241747807704908 * x815) - x567 * (
        3.4386222622138596 - 1.7241747807704901 * x815) + x583 =E= 0;
e718..  -x567 * (-2.4386222622138596 + 1.7241747807704901 * x815) - x568 * (
        3.938622262213862 - 1.7241747807704915 * x815) + x584 =E= 0;
e719..  -x568 * (-2.938622262213862 + 1.7241747807704915 * x815) - x569 * (
        4.438622262213864 - 1.7241747807704921 * x815) + x585 =E= 0;
e720..  -x570 * (3.040918491857427 + 1.1494498538469946 * x815) - x571 * (
        -1.7075851585240924 - 1.1494498538469942 * x815) + x586 =E= 0;
e721..  -x571 * (2.7075851585240924 + 1.1494498538469942 * x815) - x572 * (
        -1.3742518251907594 - 1.1494498538469942 * x815) + x587 =E= 0;
e722..  -x572 * (2.3742518251907594 + 1.1494498538469942 * x815) - x573 * (
        -1.040918491857426 - 1.1494498538469942 * x815) + x588 =E= 0;
e723..  -x573 * (2.040918491857426 + 1.1494498538469942 * x815) - x574 * (
        -0.7075851585240925 - 1.1494498538469942 * x815) + x589 =E= 0;
e724..  -x574 * (1.7075851585240924 + 1.1494498538469942 * x815) - x575 * (
        -0.3742518251907591 - 1.149449853846994 * x815) + x590 =E= 0;
e725..  -x575 * (1.3742518251907592 + 1.149449853846994 * x815) - x576 * (
        -0.040918491857425764 - 1.1494498538469942 * x815) + x591 =E= 0;
e726..  -x576 * (1.040918491857426 + 1.1494498538469942 * x815) - x577 * (
        0.29241484147590724 - 1.1494498538469946 * x815) + x592 =E= 0;
e727..  -x577 * (0.7075851585240929 + 1.1494498538469946 * x815) - x578 * (
        0.6257481748092408 - 1.1494498538469942 * x815) + x593 =E= 0;
e728..  -x578 * (0.37425182519075917 + 1.1494498538469942 * x815) - x579 * (
        0.9590815081425743 - 1.149449853846994 * x815) + x594 =E= 0;
e729..  -x579 * (0.04091849185742576 + 1.149449853846994 * x815) - x580 * (
        1.2924148414759071 - 1.1494498538469937 * x815) + x595 =E= 0;
e730..  -x580 * (-0.292414841475907 + 1.1494498538469937 * x815) - x581 * (
        1.6257481748092408 - 1.1494498538469942 * x815) + x596 =E= 0;
e731..  -x581 * (-0.6257481748092408 + 1.1494498538469942 * x815) - x582 * (
        1.9590815081425743 - 1.1494498538469942 * x815) + x597 =E= 0;
e732..  -x582 * (-0.9590815081425744 + 1.1494498538469942 * x815) - x583 * (
        2.2924148414759076 - 1.149449853846994 * x815) + x598 =E= 0;
e733..  -x583 * (-1.2924148414759073 + 1.149449853846994 * x815) - x584 * (
        2.6257481748092406 - 1.149449853846994 * x815) + x599 =E= 0;
e734..  -x584 * (-1.6257481748092404 + 1.149449853846994 * x815) - x585 * (
        2.9590815081425754 - 1.1494498538469946 * x815) + x600 =E= 0;
e735..  -0.3144299911724801 * x586 - 0.1842654254240928 * x587 -
        0.05853983957821464 * x588 + 0.058678199735874924 * x589 +
        0.16353439968258165 * x590 + 0.251611593239494 * x591 +
        0.3189513500156395 * x592 + 0.3624883978312096 * x593 +
        0.3809716084119743 * x594 + 0.3752168470916329 * x595 +
        0.3478295421672786 * x596 + 0.302751654943522 * x597 +
        0.24415388551538178 * x598 + 0.17653914375131907 * x599 +
        0.10200974364478961 * x600 - x832 =E= 0;
e736..  -x815 / (exp(-x815) + 1) + x833 =E= 0;
e737..  x804 - 0.5995645694662778 * x832 - 0.3451530859978234 * x833 =E= 0;
e738..  x553 + x554 + x555 + x556 + x557 + x558 + x559 + x560 + x561 + x562 +
        x563 + x564 + x565 + x566 + x567 + x568 + x569 =E= 1;
e739..  x570 + x571 + x572 + x573 + x574 + x575 + x576 + x577 + x578 + x579 +
        x580 + x581 + x582 + x583 + x584 + x585 =E= 1;
e740..  x586 + x587 + x588 + x589 + x590 + x591 + x592 + x593 + x594 + x595 +
        x596 + x597 + x598 + x599 + x600 =E= 1;
e741..  -x817 =L= 2.604728645272446;
e742..  4.932873021692943 * b145 + x817 =L= 2.6183133776965524;
e743..  0.2901690012760554 * b146 - x817 =L= 2.604728645272446;
e744..  4.642704020416888 * b146 + x817 =L= 2.6183133776965524;
e745..  0.5803380025521108 * b147 - x817 =L= 2.604728645272446;
e746..  4.3525350191408325 * b147 + x817 =L= 2.6183133776965524;
e747..  0.8705070038281661 * b148 - x817 =L= 2.604728645272446;
e748..  4.062366017864777 * b148 + x817 =L= 2.6183133776965524;
e749..  1.1606760051042215 * b149 - x817 =L= 2.604728645272446;
e750..  3.772197016588721 * b149 + x817 =L= 2.6183133776965524;
e751..  1.4508450063802771 * b150 - x817 =L= 2.604728645272446;
e752..  3.4820280153126655 * b150 + x817 =L= 2.6183133776965524;
e753..  1.7410140076563327 * b151 - x817 =L= 2.604728645272446;
e754..  3.19185901403661 * b151 + x817 =L= 2.6183133776965524;
e755..  2.031183008932388 * b152 - x817 =L= 2.604728645272446;
e756..  2.9016900127605547 * b152 + x817 =L= 2.6183133776965524;
e757..  2.3213520102084435 * b153 - x817 =L= 2.604728645272446;
e758..  2.6115210114844993 * b153 + x817 =L= 2.6183133776965524;
e759..  2.6115210114844993 * b154 - x817 =L= 2.604728645272446;
e760..  2.321352010208444 * b154 + x817 =L= 2.6183133776965524;
e761..  2.9016900127605543 * b155 - x817 =L= 2.604728645272446;
e762..  2.031183008932388 * b155 + x817 =L= 2.6183133776965524;
e763..  3.19185901403661 * b156 - x817 =L= 2.604728645272446;
e764..  1.7410140076563327 * b156 + x817 =L= 2.6183133776965524;
e765..  3.4820280153126655 * b157 - x817 =L= 2.604728645272446;
e766..  1.4508450063802774 * b157 + x817 =L= 2.6183133776965524;
e767..  3.772197016588721 * b158 - x817 =L= 2.604728645272446;
e768..  1.160676005104222 * b158 + x817 =L= 2.6183133776965524;
e769..  4.062366017864776 * b159 - x817 =L= 2.604728645272446;
e770..  0.8705070038281661 * b159 + x817 =L= 2.6183133776965524;
e771..  4.3525350191408325 * b160 - x817 =L= 2.604728645272446;
e772..  0.5803380025521108 * b160 + x817 =L= 2.6183133776965524;
e773..  4.642704020416888 * b161 - x817 =L= 2.604728645272446;
e774..  0.2901690012760554 * b161 + x817 =L= 2.6183133776965524;
e775..  4.932873021692943 * b162 - x817 =L= 2.604728645272446;
e776..  x817 =L= 2.6183133776965524;
e777..  b145 + b146 + b147 + b148 + b149 + b150 + b151 + b152 + b153 + b154 +
        b155 + b156 + b157 + b158 + b159 + b160 + b161 + b162 =E= 1;
e778..  -b145 * (8.976591689042653 + 3.446267504807101 * x817) - b146 * (
        -6.976591689042653 - 3.446267504807101 * x817) + x601 =E= 0;
e779..  -b146 * (7.976591689042653 + 3.446267504807101 * x817) - b147 * (
        -5.976591689042653 - 3.446267504807101 * x817) + x602 =E= 0;
e780..  -b147 * (6.976591689042653 + 3.446267504807101 * x817) - b148 * (
        -4.976591689042653 - 3.446267504807101 * x817) + x603 =E= 0;
e781..  -b148 * (5.976591689042653 + 3.446267504807101 * x817) - b149 * (
        -3.9765916890426496 - 3.4462675048070985 * x817) + x604 =E= 0;
e782..  -b149 * (4.97659168904265 + 3.4462675048070985 * x817) - b150 * (
        -2.976591689042651 - 3.4462675048071 * x817) + x605 =E= 0;
e783..  -b150 * (3.976591689042651 + 3.4462675048071 * x817) - b151 * (
        -1.9765916890426511 - 3.4462675048071 * x817) + x606 =E= 0;
e784..  -b151 * (2.976591689042651 + 3.4462675048071 * x817) - b152 * (
        -0.9765916890426519 - 3.446267504807101 * x817) + x607 =E= 0;
e785..  -b152 * (1.9765916890426518 + 3.446267504807101 * x817) - b153 * (
        0.023408310957348823 - 3.4462675048070985 * x817) + x608 =E= 0;
e786..  -b153 * (0.9765916890426511 + 3.4462675048070985 * x817) - b154 * (
        1.0234083109573489 - 3.446267504807104 * x817) + x609 =E= 0;
e787..  -b154 * (-0.02340831095734886 + 3.446267504807104 * x817) - b155 * (
        2.023408310957347 - 3.4462675048070963 * x817) + x610 =E= 0;
e788..  -b155 * (-1.0234083109573466 + 3.4462675048070963 * x817) - b156 * (
        3.0234083109573495 - 3.446267504807101 * x817) + x611 =E= 0;
e789..  -b156 * (-2.0234083109573495 + 3.446267504807101 * x817) - b157 * (
        4.0234083109573495 - 3.446267504807101 * x817) + x612 =E= 0;
e790..  -b157 * (-3.0234083109573495 + 3.446267504807101 * x817) - b158 * (
        5.0234083109573495 - 3.446267504807101 * x817) + x613 =E= 0;
e791..  -b158 * (-4.0234083109573495 + 3.446267504807101 * x817) - b159 * (
        6.023408310957342 - 3.4462675048070963 * x817) + x614 =E= 0;
e792..  -b159 * (-5.023408310957342 + 3.4462675048070963 * x817) - b160 * (
        7.02340831095735 - 3.446267504807101 * x817) + x615 =E= 0;
e793..  -b160 * (-6.02340831095735 + 3.446267504807101 * x817) - b161 * (
        8.02340831095735 - 3.446267504807101 * x817) + x616 =E= 0;
e794..  -b161 * (-7.02340831095735 + 3.446267504807101 * x817) - b162 * (
        9.02340831095735 - 3.446267504807101 * x817) + x617 =E= 0;
e795..  -x601 * (4.488295844521327 + 1.7231337524035506 * x817) - x602 * (
        -2.9882958445213266 - 1.7231337524035506 * x817) + x618 =E= 0;
e796..  -x602 * (3.9882958445213266 + 1.7231337524035506 * x817) - x603 * (
        -2.4882958445213266 - 1.7231337524035506 * x817) + x619 =E= 0;
e797..  -x603 * (3.4882958445213266 + 1.7231337524035506 * x817) - x604 * (
        -1.9882958445213255 - 1.72313375240355 * x817) + x620 =E= 0;
e798..  -x604 * (2.9882958445213252 + 1.72313375240355 * x817) - x605 * (
        -1.4882958445213252 - 1.7231337524035497 * x817) + x621 =E= 0;
e799..  -x605 * (2.4882958445213252 + 1.7231337524035497 * x817) - x606 * (
        -0.9882958445213256 - 1.72313375240355 * x817) + x622 =E= 0;
e800..  -x606 * (1.9882958445213255 + 1.72313375240355 * x817) - x607 * (
        -0.48829584452132585 - 1.7231337524035504 * x817) + x623 =E= 0;
e801..  -x607 * (1.488295844521326 + 1.7231337524035504 * x817) - x608 * (
        0.011704155478674417 - 1.72313375240355 * x817) + x624 =E= 0;
e802..  -x608 * (0.9882958445213256 + 1.72313375240355 * x817) - x609 * (
        0.511704155478674 - 1.7231337524035506 * x817) + x625 =E= 0;
e803..  -x609 * (0.48829584452132596 + 1.7231337524035506 * x817) - x610 * (
        1.0117041554786743 - 1.72313375240355 * x817) + x626 =E= 0;
e804..  -x610 * (-0.011704155478674417 + 1.72313375240355 * x817) - x611 * (
        1.5117041554786737 - 1.7231337524035493 * x817) + x627 =E= 0;
e805..  -x611 * (-0.5117041554786737 + 1.7231337524035493 * x817) - x612 * (
        2.0117041554786748 - 1.7231337524035506 * x817) + x628 =E= 0;
e806..  -x612 * (-1.0117041554786748 + 1.7231337524035506 * x817) - x613 * (
        2.5117041554786748 - 1.7231337524035506 * x817) + x629 =E= 0;
e807..  -x613 * (-1.5117041554786748 + 1.7231337524035506 * x817) - x614 * (
        3.011704155478673 - 1.7231337524035493 * x817) + x630 =E= 0;
e808..  -x614 * (-2.011704155478673 + 1.7231337524035493 * x817) - x615 * (
        3.5117041554786725 - 1.7231337524035493 * x817) + x631 =E= 0;
e809..  -x615 * (-2.5117041554786725 + 1.7231337524035493 * x817) - x616 * (
        4.011704155478675 - 1.7231337524035506 * x817) + x632 =E= 0;
e810..  -x616 * (-3.011704155478675 + 1.7231337524035506 * x817) - x617 * (
        4.511704155478675 - 1.7231337524035506 * x817) + x633 =E= 0;
e811..  -x618 * (2.9921972296808845 + 1.1487558349357005 * x817) - x619 * (
        -1.6588638963475513 - 1.1487558349357005 * x817) + x634 =E= 0;
e812..  -x619 * (2.6588638963475515 + 1.1487558349357005 * x817) - x620 * (
        -1.3255305630142171 - 1.1487558349357 * x817) + x635 =E= 0;
e813..  -x620 * (2.325530563014217 + 1.1487558349357 * x817) - x621 * (
        -0.9921972296808838 - 1.1487558349357 * x817) + x636 =E= 0;
e814..  -x621 * (1.9921972296808839 + 1.1487558349357 * x817) - x622 * (
        -0.6588638963475503 - 1.1487558349356999 * x817) + x637 =E= 0;
e815..  -x622 * (1.6588638963475504 + 1.1487558349356999 * x817) - x623 * (
        -0.32553056301421723 - 1.1487558349357 * x817) + x638 =E= 0;
e816..  -x623 * (1.3255305630142171 + 1.1487558349357 * x817) - x624 * (
        0.007802770319116279 - 1.1487558349357 * x817) + x639 =E= 0;
e817..  -x624 * (0.9921972296808838 + 1.1487558349357 * x817) - x625 * (
        0.3411361036524494 - 1.1487558349357005 * x817) + x640 =E= 0;
e818..  -x625 * (0.6588638963475507 + 1.1487558349357005 * x817) - x626 * (
        0.6744694369857829 - 1.1487558349356999 * x817) + x641 =E= 0;
e819..  -x626 * (0.3255305630142171 + 1.1487558349356999 * x817) - x627 * (
        1.0078027703191161 - 1.1487558349357 * x817) + x642 =E= 0;
e820..  -x627 * (-0.007802770319116279 + 1.1487558349357 * x817) - x628 * (
        1.3411361036524492 - 1.1487558349356999 * x817) + x643 =E= 0;
e821..  -x628 * (-0.3411361036524492 + 1.1487558349356999 * x817) - x629 * (
        1.6744694369857833 - 1.1487558349357005 * x817) + x644 =E= 0;
e822..  -x629 * (-0.6744694369857832 + 1.1487558349357005 * x817) - x630 * (
        2.007802770319116 - 1.1487558349356999 * x817) + x645 =E= 0;
e823..  -x630 * (-1.0078027703191161 + 1.1487558349356999 * x817) - x631 * (
        2.3411361036524494 - 1.1487558349356999 * x817) + x646 =E= 0;
e824..  -x631 * (-1.3411361036524492 + 1.1487558349356999 * x817) - x632 * (
        2.6744694369857824 - 1.1487558349356999 * x817) + x647 =E= 0;
e825..  -x632 * (-1.6744694369857824 + 1.1487558349356999 * x817) - x633 * (
        3.0078027703191172 - 1.1487558349357005 * x817) + x648 =E= 0;
e826..  0.008457217768281226 * x634 + 0.0039097830555164005 * x635 +
        0.005206881790569885 * x636 + 0.0048393626827418195 * x637 +
        0.004626664304956585 * x638 + 0.003445586827999977 * x639 +
        0.0016406679068822975 * x640 - 0.00110683756892413 * x641 -
        0.004791336618895722 * x642 - 0.009245970228479816 * x643 -
        0.014605856932600195 * x644 - 0.020509932097659205 * x645 -
        0.02686025206159054 * x646 - 0.03348442577251911 * x647 -
        0.0398529194638818 * x648 - x834 =E= 0;
e827..  -x817 / (exp(-x817) + 1) + x835 =E= 0;
e828..  x805 - 0.21392451430381668 * x834 - 0.004644075151242905 * x835 =E= 0;
e829..  x601 + x602 + x603 + x604 + x605 + x606 + x607 + x608 + x609 + x610 +
        x611 + x612 + x613 + x614 + x615 + x616 + x617 =E= 1;
e830..  x618 + x619 + x620 + x621 + x622 + x623 + x624 + x625 + x626 + x627 +
        x628 + x629 + x630 + x631 + x632 + x633 =E= 1;
e831..  x634 + x635 + x636 + x637 + x638 + x639 + x640 + x641 + x642 + x643 +
        x644 + x645 + x646 + x647 + x648 =E= 1;
e832..  x836 - x837 - x838 - x839 =E= 1.4351897964869091;
e833..  -x794 + x840 =E= 0;
e834..  -x798 + x841 =E= 0;
e835..  -x802 + x842 =E= 0;
e836..  970.2191877107767 * x836 - x843 =E= -981.2776620620748;
e837..  -x840 =L= 1.4003139552635644;
e838..  3.283104703138461 * b163 + x840 =L= 2.075914553941865;
e839..  0.19312380606696822 * b164 - x840 =L= 1.4003139552635644;
e840..  3.089980897071493 * b164 + x840 =L= 2.075914553941865;
e841..  0.38624761213393644 * b165 - x840 =L= 1.4003139552635644;
e842..  2.8968570910045246 * b165 + x840 =L= 2.075914553941865;
e843..  0.5793714182009047 * b166 - x840 =L= 1.4003139552635644;
e844..  2.7037332849375564 * b166 + x840 =L= 2.075914553941865;
e845..  0.772495224267873 * b167 - x840 =L= 1.4003139552635644;
e846..  2.510609478870588 * b167 + x840 =L= 2.075914553941865;
e847..  0.9656190303348413 * b168 - x840 =L= 1.4003139552635644;
e848..  2.3174856728036195 * b168 + x840 =L= 2.075914553941865;
e849..  1.1587428364018098 * b169 - x840 =L= 1.4003139552635644;
e850..  2.1243618667366513 * b169 + x840 =L= 2.075914553941865;
e851..  1.351866642468778 * b170 - x840 =L= 1.4003139552635644;
e852..  1.931238060669683 * b170 + x840 =L= 2.075914553941865;
e853..  1.5449904485357462 * b171 - x840 =L= 1.4003139552635644;
e854..  1.7381142546027146 * b171 + x840 =L= 2.075914553941865;
e855..  1.7381142546027146 * b172 - x840 =L= 1.4003139552635644;
e856..  1.5449904485357464 * b172 + x840 =L= 2.075914553941865;
e857..  1.9312380606696828 * b173 - x840 =L= 1.4003139552635644;
e858..  1.351866642468778 * b173 + x840 =L= 2.075914553941865;
e859..  2.1243618667366513 * b174 - x840 =L= 1.4003139552635644;
e860..  1.1587428364018098 * b174 + x840 =L= 2.075914553941865;
e861..  2.3174856728036195 * b175 - x840 =L= 1.4003139552635644;
e862..  0.9656190303348415 * b175 + x840 =L= 2.075914553941865;
e863..  2.5106094788705877 * b176 - x840 =L= 1.4003139552635644;
e864..  0.7724952242678729 * b176 + x840 =L= 2.075914553941865;
e865..  2.7037332849375564 * b177 - x840 =L= 1.4003139552635644;
e866..  0.5793714182009047 * b177 + x840 =L= 2.075914553941865;
e867..  2.8968570910045246 * b178 - x840 =L= 1.4003139552635644;
e868..  0.38624761213393644 * b178 + x840 =L= 2.075914553941865;
e869..  3.089980897071493 * b179 - x840 =L= 1.4003139552635644;
e870..  0.19312380606696822 * b179 + x840 =L= 2.075914553941865;
e871..  3.283104703138461 * b180 - x840 =L= 1.4003139552635644;
e872..  x840 =L= 2.075914553941865;
e873..  b163 + b164 + b165 + b166 + b167 + b168 + b169 + b170 + b171 + b172 +
        b173 + b174 + b175 + b176 + b177 + b178 + b179 + b180 =E= 1;
e874..  -b163 * (7.2508614229464134 + 5.178025538981128 * x840) - b164 * (
        -5.2508614229464134 - 5.178025538981128 * x840) + x649 =E= 0;
e875..  -b164 * (6.2508614229464134 + 5.178025538981128 * x840) - b165 * (
        -4.2508614229464134 - 5.178025538981128 * x840) + x650 =E= 0;
e876..  -b165 * (5.2508614229464134 + 5.178025538981128 * x840) - b166 * (
        -3.2508614229464112 - 5.178025538981125 * x840) + x651 =E= 0;
e877..  -b166 * (4.250861422946411 + 5.178025538981125 * x840) - b167 * (
        -2.2508614229464112 - 5.178025538981125 * x840) + x652 =E= 0;
e878..  -b167 * (3.2508614229464112 + 5.178025538981125 * x840) - b168 * (
        -1.2508614229464112 - 5.178025538981125 * x840) + x653 =E= 0;
e879..  -b168 * (2.2508614229464112 + 5.178025538981125 * x840) - b169 * (
        -0.2508614229464111 - 5.178025538981125 * x840) + x654 =E= 0;
e880..  -b169 * (1.2508614229464112 + 5.178025538981125 * x840) - b170 * (
        0.7491385770535887 - 5.178025538981128 * x840) + x655 =E= 0;
e881..  -b170 * (0.2508614229464113 + 5.178025538981128 * x840) - b171 * (
        1.7491385770535879 - 5.178025538981123 * x840) + x656 =E= 0;
e882..  -b171 * (-0.7491385770535879 + 5.178025538981123 * x840) - b172 * (
        2.7491385770535897 - 5.178025538981128 * x840) + x657 =E= 0;
e883..  -b172 * (-1.7491385770535899 + 5.178025538981128 * x840) - b173 * (
        3.749138577053587 - 5.178025538981123 * x840) + x658 =E= 0;
e884..  -b173 * (-2.749138577053587 + 5.178025538981123 * x840) - b174 * (
        4.749138577053591 - 5.178025538981128 * x840) + x659 =E= 0;
e885..  -b174 * (-3.749138577053591 + 5.178025538981128 * x840) - b175 * (
        5.749138577053591 - 5.178025538981128 * x840) + x660 =E= 0;
e886..  -b175 * (-4.749138577053591 + 5.178025538981128 * x840) - b176 * (
        6.749138577053578 - 5.1780255389811165 * x840) + x661 =E= 0;
e887..  -b176 * (-5.749138577053578 + 5.1780255389811165 * x840) - b177 * (
        7.749138577053593 - 5.178025538981128 * x840) + x662 =E= 0;
e888..  -b177 * (-6.749138577053593 + 5.178025538981128 * x840) - b178 * (
        8.749138577053593 - 5.178025538981128 * x840) + x663 =E= 0;
e889..  -b178 * (-7.749138577053593 + 5.178025538981128 * x840) - b179 * (
        9.749138577053593 - 5.178025538981128 * x840) + x664 =E= 0;
e890..  -b179 * (-8.749138577053593 + 5.178025538981128 * x840) - b180 * (
        10.749138577053593 - 5.178025538981128 * x840) + x665 =E= 0;
e891..  -x649 * (3.6254307114732067 + 2.589012769490564 * x840) - x650 * (
        -2.1254307114732067 - 2.589012769490564 * x840) + x666 =E= 0;
e892..  -x650 * (3.1254307114732067 + 2.589012769490564 * x840) - x651 * (
        -1.625430711473206 - 2.5890127694905636 * x840) + x667 =E= 0;
e893..  -x651 * (2.6254307114732063 + 2.5890127694905636 * x840) - x652 * (
        -1.1254307114732056 - 2.5890127694905627 * x840) + x668 =E= 0;
e894..  -x652 * (2.1254307114732054 + 2.5890127694905627 * x840) - x653 * (
        -0.6254307114732056 - 2.5890127694905627 * x840) + x669 =E= 0;
e895..  -x653 * (1.6254307114732056 + 2.5890127694905627 * x840) - x654 * (
        -0.12543071147320556 - 2.5890127694905627 * x840) + x670 =E= 0;
e896..  -x654 * (1.1254307114732056 + 2.5890127694905627 * x840) - x655 * (
        0.3745692885267943 - 2.5890127694905636 * x840) + x671 =E= 0;
e897..  -x655 * (0.6254307114732058 + 2.5890127694905636 * x840) - x656 * (
        0.8745692885267945 - 2.5890127694905627 * x840) + x672 =E= 0;
e898..  -x656 * (0.12543071147320556 + 2.5890127694905627 * x840) - x657 * (
        1.3745692885267942 - 2.5890127694905627 * x840) + x673 =E= 0;
e899..  -x657 * (-0.37456928852679416 + 2.5890127694905627 * x840) - x658 * (
        1.8745692885267944 - 2.5890127694905627 * x840) + x674 =E= 0;
e900..  -x658 * (-0.8745692885267945 + 2.5890127694905627 * x840) - x659 * (
        2.374569288526794 - 2.5890127694905627 * x840) + x675 =E= 0;
e901..  -x659 * (-1.3745692885267942 + 2.5890127694905627 * x840) - x660 * (
        2.8745692885267955 - 2.589012769490564 * x840) + x676 =E= 0;
e902..  -x660 * (-1.8745692885267955 + 2.589012769490564 * x840) - x661 * (
        3.374569288526793 - 2.5890127694905614 * x840) + x677 =E= 0;
e903..  -x661 * (-2.374569288526793 + 2.5890127694905614 * x840) - x662 * (
        3.8745692885267924 - 2.5890127694905614 * x840) + x678 =E= 0;
e904..  -x662 * (-2.8745692885267924 + 2.5890127694905614 * x840) - x663 * (
        4.374569288526796 - 2.589012769490564 * x840) + x679 =E= 0;
e905..  -x663 * (-3.3745692885267964 + 2.589012769490564 * x840) - x664 * (
        4.874569288526796 - 2.589012769490564 * x840) + x680 =E= 0;
e906..  -x664 * (-3.8745692885267964 + 2.589012769490564 * x840) - x665 * (
        5.374569288526796 - 2.589012769490564 * x840) + x681 =E= 0;
e907..  -x666 * (2.4169538076488046 + 1.7260085129937095 * x840) - x667 * (
        -1.0836204743154707 - 1.726008512993709 * x840) + x682 =E= 0;
e908..  -x667 * (2.0836204743154707 + 1.726008512993709 * x840) - x668 * (
        -0.7502871409821372 - 1.7260085129937088 * x840) + x683 =E= 0;
e909..  -x668 * (1.7502871409821372 + 1.7260085129937088 * x840) - x669 * (
        -0.4169538076488037 - 1.7260085129937084 * x840) + x684 =E= 0;
e910..  -x669 * (1.4169538076488037 + 1.7260085129937084 * x840) - x670 * (
        -0.08362047431547037 - 1.7260085129937084 * x840) + x685 =E= 0;
e911..  -x670 * (1.0836204743154703 + 1.7260085129937084 * x840) - x671 * (
        0.24971285901786283 - 1.7260085129937088 * x840) + x686 =E= 0;
e912..  -x671 * (0.7502871409821372 + 1.7260085129937088 * x840) - x672 * (
        0.5830461923511963 - 1.7260085129937084 * x840) + x687 =E= 0;
e913..  -x672 * (0.4169538076488037 + 1.7260085129937084 * x840) - x673 * (
        0.9163795256845296 - 1.7260085129937088 * x840) + x688 =E= 0;
e914..  -x673 * (0.0836204743154704 + 1.7260085129937088 * x840) - x674 * (
        1.2497128590178628 - 1.7260085129937082 * x840) + x689 =E= 0;
e915..  -x674 * (-0.24971285901786272 + 1.7260085129937082 * x840) - x675 * (
        1.5830461923511965 - 1.7260085129937088 * x840) + x690 =E= 0;
e916..  -x675 * (-0.5830461923511964 + 1.7260085129937088 * x840) - x676 * (
        1.9163795256845297 - 1.7260085129937088 * x840) + x691 =E= 0;
e917..  -x676 * (-0.9163795256845296 + 1.7260085129937088 * x840) - x677 * (
        2.2497128590178628 - 1.7260085129937082 * x840) + x692 =E= 0;
e918..  -x677 * (-1.2497128590178628 + 1.7260085129937082 * x840) - x678 * (
        2.583046192351196 - 1.7260085129937082 * x840) + x693 =E= 0;
e919..  -x678 * (-1.5830461923511958 + 1.7260085129937082 * x840) - x679 * (
        2.916379525684529 - 1.7260085129937082 * x840) + x694 =E= 0;
e920..  -x679 * (-1.9163795256845289 + 1.7260085129937082 * x840) - x680 * (
        3.2497128590178646 - 1.7260085129937095 * x840) + x695 =E= 0;
e921..  -x680 * (-2.2497128590178646 + 1.7260085129937095 * x840) - x681 * (
        3.583046192351198 - 1.7260085129937095 * x840) + x696 =E= 0;
e922..  0.520846116183488 * x682 + 0.19652225860669448 * x683 -
        0.0699290230714955 * x684 - 0.2822087660915057 * x685 -
        0.44332201449902237 * x686 - 0.5553514107278893 * x687 -
        0.6192266367304738 * x688 - 0.6346286640402334 * x689 -
        0.6000211952193495 * x690 - 0.5128091160354763 * x691 -
        0.36960166993333426 * x692 - 0.16652467197947618 * x693 +
        0.10042345995383216 * x694 + 0.43521852389905674 * x695 +
        0.8413441113182256 * x696 - x844 =E= 0;
e923..  -x840 / (exp(-x840) + 1) + x845 =E= 0;
e924..  x837 - 1.0971857397649014 * x844 - 1.9870207086445741 * x845 =E= 0;
e925..  x649 + x650 + x651 + x652 + x653 + x654 + x655 + x656 + x657 + x658 +
        x659 + x660 + x661 + x662 + x663 + x664 + x665 =E= 1;
e926..  x666 + x667 + x668 + x669 + x670 + x671 + x672 + x673 + x674 + x675 +
        x676 + x677 + x678 + x679 + x680 + x681 =E= 1;
e927..  x682 + x683 + x684 + x685 + x686 + x687 + x688 + x689 + x690 + x691 +
        x692 + x693 + x694 + x695 + x696 =E= 1;
e928..  -x841 =L= 2.53930194455668;
e929..  4.443886108320987 * b181 + x841 =L= 2.1659892289596594;
e930..  0.2614050651953521 * b182 - x841 =L= 2.53930194455668;
e931..  4.182481043125636 * b182 + x841 =L= 2.1659892289596594;
e932..  0.5228101303907042 * b183 - x841 =L= 2.53930194455668;
e933..  3.9210759779302826 * b183 + x841 =L= 2.1659892289596594;
e934..  0.7842151955860566 * b184 - x841 =L= 2.53930194455668;
e935..  3.6596709127349305 * b184 + x841 =L= 2.1659892289596594;
e936..  1.0456202607814087 * b185 - x841 =L= 2.53930194455668;
e937..  3.3982658475395784 * b185 + x841 =L= 2.1659892289596594;
e938..  1.307025325976761 * b186 - x841 =L= 2.53930194455668;
e939..  3.1368607823442263 * b186 + x841 =L= 2.1659892289596594;
e940..  1.5684303911721131 * b187 - x841 =L= 2.53930194455668;
e941..  2.875455717148874 * b187 + x841 =L= 2.1659892289596594;
e942..  1.8298354563674653 * b188 - x841 =L= 2.53930194455668;
e943..  2.614050651953522 * b188 + x841 =L= 2.1659892289596594;
e944..  2.0912405215628174 * b189 - x841 =L= 2.53930194455668;
e945..  2.35264558675817 * b189 + x841 =L= 2.1659892289596594;
e946..  2.35264558675817 * b190 - x841 =L= 2.53930194455668;
e947..  2.091240521562818 * b190 + x841 =L= 2.1659892289596594;
e948..  2.6140506519535216 * b191 - x841 =L= 2.53930194455668;
e949..  1.8298354563674655 * b191 + x841 =L= 2.1659892289596594;
e950..  2.875455717148874 * b192 - x841 =L= 2.53930194455668;
e951..  1.568430391172113 * b192 + x841 =L= 2.1659892289596594;
e952..  3.1368607823442263 * b193 - x841 =L= 2.53930194455668;
e953..  1.3070253259767612 * b193 + x841 =L= 2.1659892289596594;
e954..  3.3982658475395784 * b194 - x841 =L= 2.53930194455668;
e955..  1.0456202607814087 * b194 + x841 =L= 2.1659892289596594;
e956..  3.6596709127349305 * b195 - x841 =L= 2.53930194455668;
e957..  0.7842151955860566 * b195 + x841 =L= 2.1659892289596594;
e958..  3.9210759779302826 * b196 - x841 =L= 2.53930194455668;
e959..  0.5228101303907045 * b196 + x841 =L= 2.1659892289596594;
e960..  4.182481043125635 * b197 - x841 =L= 2.53930194455668;
e961..  0.26140506519535234 * b197 + x841 =L= 2.1659892289596594;
e962..  4.443886108320987 * b198 - x841 =L= 2.53930194455668;
e963..  x841 =L= 2.1659892289596594;
e964..  b181 + b182 + b183 + b184 + b185 + b186 + b187 + b188 + b189 + b190 +
        b191 + b192 + b193 + b194 + b195 + b196 + b197 + b198 =E= 1;
e965..  -b181 * (9.714050271592939 + 3.8254805783992145 * x841) - b182 * (
        -7.714050271592939 - 3.8254805783992145 * x841) + x697 =E= 0;
e966..  -b182 * (8.714050271592939 + 3.8254805783992145 * x841) - b183 * (
        -6.714050271592932 - 3.8254805783992114 * x841) + x698 =E= 0;
e967..  -b183 * (7.714050271592932 + 3.8254805783992114 * x841) - b184 * (
        -5.714050271592938 - 3.8254805783992145 * x841) + x699 =E= 0;
e968..  -b184 * (6.714050271592938 + 3.8254805783992145 * x841) - b185 * (
        -4.714050271592933 - 3.8254805783992114 * x841) + x700 =E= 0;
e969..  -b185 * (5.714050271592933 + 3.8254805783992114 * x841) - b186 * (
        -3.714050271592937 - 3.8254805783992145 * x841) + x701 =E= 0;
e970..  -b186 * (4.714050271592937 + 3.8254805783992145 * x841) - b187 * (
        -2.714050271592937 - 3.8254805783992145 * x841) + x702 =E= 0;
e971..  -b187 * (3.714050271592937 + 3.8254805783992145 * x841) - b188 * (
        -1.7140502715929369 - 3.8254805783992145 * x841) + x703 =E= 0;
e972..  -b188 * (2.714050271592937 + 3.8254805783992145 * x841) - b189 * (
        -0.7140502715929353 - 3.8254805783992114 * x841) + x704 =E= 0;
e973..  -b189 * (1.7140502715929353 + 3.8254805783992114 * x841) - b190 * (
        0.2859497284070634 - 3.8254805783992176 * x841) + x705 =E= 0;
e974..  -b190 * (0.7140502715929365 + 3.8254805783992176 * x841) - b191 * (
        1.285949728407063 - 3.8254805783992114 * x841) + x706 =E= 0;
e975..  -b191 * (-0.28594972840706295 + 3.8254805783992114 * x841) - b192 * (
        2.285949728407062 - 3.825480578399208 * x841) + x707 =E= 0;
e976..  -b192 * (-1.2859497284070618 + 3.825480578399208 * x841) - b193 * (
        3.28594972840707 - 3.825480578399221 * x841) + x708 =E= 0;
e977..  -b193 * (-2.28594972840707 + 3.825480578399221 * x841) - b194 * (
        4.285949728407058 - 3.825480578399208 * x841) + x709 =E= 0;
e978..  -b194 * (-3.2859497284070582 + 3.825480578399208 * x841) - b195 * (
        5.285949728407066 - 3.8254805783992145 * x841) + x710 =E= 0;
e979..  -b195 * (-4.285949728407066 + 3.8254805783992145 * x841) - b196 * (
        6.285949728407066 - 3.8254805783992145 * x841) + x711 =E= 0;
e980..  -b196 * (-5.285949728407066 + 3.8254805783992145 * x841) - b197 * (
        7.285949728407066 - 3.8254805783992145 * x841) + x712 =E= 0;
e981..  -b197 * (-6.285949728407066 + 3.8254805783992145 * x841) - b198 * (
        8.28594972840706 - 3.8254805783992114 * x841) + x713 =E= 0;
e982..  -x697 * (4.857025135796469 + 1.9127402891996073 * x841) - x698 * (
        -3.357025135796467 - 1.9127402891996064 * x841) + x714 =E= 0;
e983..  -x698 * (4.3570251357964676 + 1.9127402891996064 * x841) - x699 * (
        -2.8570251357964676 - 1.9127402891996064 * x841) + x715 =E= 0;
e984..  -x699 * (3.8570251357964676 + 1.9127402891996064 * x841) - x700 * (
        -2.357025135796467 - 1.9127402891996064 * x841) + x716 =E= 0;
e985..  -x700 * (3.357025135796467 + 1.9127402891996064 * x841) - x701 * (
        -1.8570251357964676 - 1.9127402891996064 * x841) + x717 =E= 0;
e986..  -x701 * (2.8570251357964676 + 1.9127402891996064 * x841) - x702 * (
        -1.3570251357964684 - 1.9127402891996073 * x841) + x718 =E= 0;
e987..  -x702 * (2.3570251357964684 + 1.9127402891996073 * x841) - x703 * (
        -0.8570251357964684 - 1.9127402891996073 * x841) + x719 =E= 0;
e988..  -x703 * (1.8570251357964684 + 1.9127402891996073 * x841) - x704 * (
        -0.35702513579646783 - 1.9127402891996064 * x841) + x720 =E= 0;
e989..  -x704 * (1.3570251357964678 + 1.9127402891996064 * x841) - x705 * (
        0.1429748642035316 - 1.9127402891996073 * x841) + x721 =E= 0;
e990..  -x705 * (0.8570251357964684 + 1.9127402891996073 * x841) - x706 * (
        0.642974864203532 - 1.9127402891996073 * x841) + x722 =E= 0;
e991..  -x706 * (0.357025135796468 + 1.9127402891996073 * x841) - x707 * (
        1.1429748642035313 - 1.9127402891996048 * x841) + x723 =E= 0;
e992..  -x707 * (-0.14297486420353142 + 1.9127402891996048 * x841) - x708 * (
        1.642974864203532 - 1.9127402891996073 * x841) + x724 =E= 0;
e993..  -x708 * (-0.642974864203532 + 1.9127402891996073 * x841) - x709 * (
        2.142974864203533 - 1.9127402891996073 * x841) + x725 =E= 0;
e994..  -x709 * (-1.142974864203533 + 1.9127402891996073 * x841) - x710 * (
        2.6429748642035307 - 1.9127402891996057 * x841) + x726 =E= 0;
e995..  -x710 * (-1.6429748642035307 + 1.9127402891996057 * x841) - x711 * (
        3.142974864203533 - 1.9127402891996073 * x841) + x727 =E= 0;
e996..  -x711 * (-2.142974864203533 + 1.9127402891996073 * x841) - x712 * (
        3.642974864203533 - 1.9127402891996073 * x841) + x728 =E= 0;
e997..  -x712 * (-2.642974864203533 + 1.9127402891996073 * x841) - x713 * (
        4.142974864203532 - 1.9127402891996064 * x841) + x729 =E= 0;
e998..  -x714 * (3.238016757197645 + 1.2751601927997378 * x841) - x715 * (
        -1.904683423864312 - 1.2751601927997378 * x841) + x730 =E= 0;
e999..  -x715 * (2.904683423864312 + 1.2751601927997378 * x841) - x716 * (
        -1.5713500905309778 - 1.2751601927997374 * x841) + x731 =E= 0;
e1000..  -x716 * (2.5713500905309776 + 1.2751601927997374 * x841) - x717 * (
         -1.2380167571976453 - 1.2751601927997378 * x841) + x732 =E= 0;
e1001..  -x717 * (2.238016757197645 + 1.2751601927997378 * x841) - x718 * (
         -0.904683423864312 - 1.2751601927997378 * x841) + x733 =E= 0;
e1002..  -x718 * (1.904683423864312 + 1.2751601927997378 * x841) - x719 * (
         -0.571350090530979 - 1.2751601927997382 * x841) + x734 =E= 0;
e1003..  -x719 * (1.571350090530979 + 1.2751601927997382 * x841) - x720 * (
         -0.23801675719764526 - 1.2751601927997378 * x841) + x735 =E= 0;
e1004..  -x720 * (1.2380167571976453 + 1.2751601927997378 * x841) - x721 * (
         0.09531657613568774 - 1.2751601927997382 * x841) + x736 =E= 0;
e1005..  -x721 * (0.9046834238643123 + 1.2751601927997382 * x841) - x722 * (
         0.4286499094690212 - 1.2751601927997378 * x841) + x737 =E= 0;
e1006..  -x722 * (0.5713500905309787 + 1.2751601927997378 * x841) - x723 * (
         0.7619832428023547 - 1.2751601927997374 * x841) + x738 =E= 0;
e1007..  -x723 * (0.23801675719764517 + 1.2751601927997374 * x841) - x724 * (
         1.0953165761356878 - 1.2751601927997378 * x841) + x739 =E= 0;
e1008..  -x724 * (-0.0953165761356877 + 1.2751601927997378 * x841) - x725 * (
         1.428649909469021 - 1.2751601927997374 * x841) + x740 =E= 0;
e1009..  -x725 * (-0.4286499094690211 + 1.2751601927997374 * x841) - x726 * (
         1.7619832428023554 - 1.2751601927997382 * x841) + x741 =E= 0;
e1010..  -x726 * (-0.7619832428023553 + 1.2751601927997382 * x841) - x727 * (
         2.095316576135687 - 1.2751601927997374 * x841) + x742 =E= 0;
e1011..  -x727 * (-1.0953165761356873 + 1.2751601927997374 * x841) - x728 * (
         2.428649909469022 - 1.2751601927997382 * x841) + x743 =E= 0;
e1012..  -x728 * (-1.428649909469022 + 1.2751601927997382 * x841) - x729 * (
         2.7619832428023545 - 1.2751601927997378 * x841) + x744 =E= 0;
e1013..  -0.06669765934006186 * x730 - 0.11688773571010956 * x731 -
         0.1532173259557059 * x732 - 0.1770771483050792 * x733 -
         0.19008976387220125 * x734 - 0.19404247958861406 * x735 -
         0.190656917029264 * x736 - 0.1812168364703311 * x737 -
         0.16628700843095354 * x738 - 0.1454690326246346 * x739 -
         0.11736782419935189 * x740 - 0.0797353438371165 * x741 -
         0.029777978003908193 * x742 + 0.03557835457722062 * x743 +
         0.11892273924703292 * x744 - x846 =E= 0;
e1014..  -x841 / (exp(-x841) + 1) + x847 =E= 0;
e1015..  x838 - 2.146951430987039 * x846 - 0.9094074177669561 * x847 =E= 0;
e1016..  x697 + x698 + x699 + x700 + x701 + x702 + x703 + x704 + x705 + x706 +
         x707 + x708 + x709 + x710 + x711 + x712 + x713 =E= 1;
e1017..  x714 + x715 + x716 + x717 + x718 + x719 + x720 + x721 + x722 + x723 +
         x724 + x725 + x726 + x727 + x728 + x729 =E= 1;
e1018..  x730 + x731 + x732 + x733 + x734 + x735 + x736 + x737 + x738 + x739 +
         x740 + x741 + x742 + x743 + x744 =E= 1;
e1019..  -x842 =L= 0.4597830265970089;
e1020..  2.237093018615659 * b199 + x842 =L= 1.908903698996042;
e1021..  0.1315937069773917 * b200 - x842 =L= 0.4597830265970089;
e1022..  2.1054993116382676 * b200 + x842 =L= 1.908903698996042;
e1023..  0.2631874139547834 * b201 - x842 =L= 0.4597830265970089;
e1024..  1.9739056046608758 * b201 + x842 =L= 1.908903698996042;
e1025..  0.3947811209321751 * b202 - x842 =L= 0.4597830265970089;
e1026..  1.842311897683484 * b202 + x842 =L= 1.908903698996042;
e1027..  0.5263748279095668 * b203 - x842 =L= 0.4597830265970089;
e1028..  1.7107181907060924 * b203 + x842 =L= 1.908903698996042;
e1029..  0.6579685348869585 * b204 - x842 =L= 0.4597830265970089;
e1030..  1.5791244837287006 * b204 + x842 =L= 1.908903698996042;
e1031..  0.7895622418643502 * b205 - x842 =L= 0.4597830265970089;
e1032..  1.447530776751309 * b205 + x842 =L= 1.908903698996042;
e1033..  0.9211559488417419 * b206 - x842 =L= 0.4597830265970089;
e1034..  1.3159370697739174 * b206 + x842 =L= 1.908903698996042;
e1035..  1.0527496558191334 * b207 - x842 =L= 0.4597830265970089;
e1036..  1.1843433627965256 * b207 + x842 =L= 1.908903698996042;
e1037..  1.1843433627965252 * b208 - x842 =L= 0.4597830265970089;
e1038..  1.052749655819134 * b208 + x842 =L= 1.908903698996042;
e1039..  1.3159370697739168 * b209 - x842 =L= 0.4597830265970089;
e1040..  0.9211559488417422 * b209 + x842 =L= 1.908903698996042;
e1041..  1.4475307767513086 * b210 - x842 =L= 0.4597830265970089;
e1042..  0.7895622418643504 * b210 + x842 =L= 1.908903698996042;
e1043..  1.5791244837287004 * b211 - x842 =L= 0.4597830265970089;
e1044..  0.6579685348869591 * b211 + x842 =L= 1.908903698996042;
e1045..  1.7107181907060918 * b212 - x842 =L= 0.4597830265970089;
e1046..  0.5263748279095672 * b212 + x842 =L= 1.908903698996042;
e1047..  1.8423118976834836 * b213 - x842 =L= 0.4597830265970089;
e1048..  0.39478112093217543 * b213 + x842 =L= 1.908903698996042;
e1049..  1.9739056046608754 * b214 - x842 =L= 0.4597830265970089;
e1050..  0.2631874139547836 * b214 + x842 =L= 1.908903698996042;
e1051..  2.105499311638267 * b215 - x842 =L= 0.4597830265970089;
e1052..  0.1315937069773918 * b215 + x842 =L= 1.908903698996042;
e1053..  2.237093018615659 * b216 - x842 =L= 0.4597830265970089;
e1054..  x842 =L= 1.908903698996042;
e1055..  b199 + b200 + b201 + b202 + b203 + b204 + b205 + b206 + b207 + b208 +
         b209 + b210 + b211 + b212 + b213 + b214 + b215 + b216 =E= 1;
e1056..  -b199 * (3.4939590741675923 + 7.5991475806043205 * x842) - b200 * (
         -1.4939590741675923 - 7.5991475806043205 * x842) + x745 =E= 0;
e1057..  -b200 * (2.4939590741675923 + 7.5991475806043205 * x842) - b201 * (
         -0.4939590741675922 - 7.5991475806043205 * x842) + x746 =E= 0;
e1058..  -b201 * (1.4939590741675923 + 7.5991475806043205 * x842) - b202 * (
         0.5060409258324078 - 7.5991475806043205 * x842) + x747 =E= 0;
e1059..  -b202 * (0.4939590741675922 + 7.5991475806043205 * x842) - b203 * (
         1.506040925832408 - 7.5991475806043205 * x842) + x748 =E= 0;
e1060..  -b203 * (-0.5060409258324078 + 7.5991475806043205 * x842) - b204 * (
         2.5060409258324077 - 7.5991475806043205 * x842) + x749 =E= 0;
e1061..  -b204 * (-1.506040925832408 + 7.5991475806043205 * x842) - b205 * (
         3.5060409258324077 - 7.5991475806043205 * x842) + x750 =E= 0;
e1062..  -b205 * (-2.5060409258324077 + 7.5991475806043205 * x842) - b206 * (
         4.506040925832412 - 7.59914758060433 * x842) + x751 =E= 0;
e1063..  -b206 * (-3.5060409258324126 + 7.59914758060433 * x842) - b207 * (
         5.506040925832403 - 7.599147580604314 * x842) + x752 =E= 0;
e1064..  -b207 * (-4.506040925832403 + 7.599147580604314 * x842) - b208 * (
         6.506040925832412 - 7.599147580604327 * x842) + x753 =E= 0;
e1065..  -b208 * (-5.506040925832412 + 7.599147580604327 * x842) - b209 * (
         7.5060409258324015 - 7.599147580604314 * x842) + x754 =E= 0;
e1066..  -b209 * (-6.5060409258324015 + 7.599147580604314 * x842) - b210 * (
         8.506040925832401 - 7.599147580604314 * x842) + x755 =E= 0;
e1067..  -b210 * (-7.5060409258324015 + 7.599147580604314 * x842) - b211 * (
         9.50604092583243 - 7.599147580604339 * x842) + x756 =E= 0;
e1068..  -b211 * (-8.50604092583243 + 7.599147580604339 * x842) - b212 * (
         10.506040925832398 - 7.599147580604314 * x842) + x757 =E= 0;
e1069..  -b212 * (-9.506040925832398 + 7.599147580604314 * x842) - b213 * (
         11.506040925832398 - 7.599147580604314 * x842) + x758 =E= 0;
e1070..  -b213 * (-10.506040925832398 + 7.599147580604314 * x842) - b214 * (
         12.506040925832398 - 7.599147580604314 * x842) + x759 =E= 0;
e1071..  -b214 * (-11.506040925832398 + 7.599147580604314 * x842) - b215 * (
         13.506040925832398 - 7.599147580604314 * x842) + x760 =E= 0;
e1072..  -b215 * (-12.506040925832398 + 7.599147580604314 * x842) - b216 * (
         14.506040925832398 - 7.599147580604314 * x842) + x761 =E= 0;
e1073..  -x745 * (1.7469795370837962 + 3.7995737903021602 * x842) - x746 * (
         -0.2469795370837961 - 3.7995737903021602 * x842) + x762 =E= 0;
e1074..  -x746 * (1.2469795370837962 + 3.7995737903021602 * x842) - x747 * (
         0.2530204629162039 - 3.7995737903021602 * x842) + x763 =E= 0;
e1075..  -x747 * (0.7469795370837962 + 3.7995737903021602 * x842) - x748 * (
         0.753020462916204 - 3.7995737903021602 * x842) + x764 =E= 0;
e1076..  -x748 * (0.2469795370837961 + 3.7995737903021602 * x842) - x749 * (
         1.2530204629162038 - 3.7995737903021602 * x842) + x765 =E= 0;
e1077..  -x749 * (-0.2530204629162039 + 3.7995737903021602 * x842) - x750 * (
         1.7530204629162038 - 3.7995737903021602 * x842) + x766 =E= 0;
e1078..  -x750 * (-0.753020462916204 + 3.7995737903021602 * x842) - x751 * (
         2.2530204629162047 - 3.7995737903021625 * x842) + x767 =E= 0;
e1079..  -x751 * (-1.2530204629162047 + 3.7995737903021625 * x842) - x752 * (
         2.7530204629162043 - 3.799573790302161 * x842) + x768 =E= 0;
e1080..  -x752 * (-1.7530204629162043 + 3.799573790302161 * x842) - x753 * (
         3.2530204629162034 - 3.7995737903021602 * x842) + x769 =E= 0;
e1081..  -x753 * (-2.2530204629162034 + 3.7995737903021602 * x842) - x754 * (
         3.753020462916204 - 3.7995737903021602 * x842) + x770 =E= 0;
e1082..  -x754 * (-2.753020462916204 + 3.7995737903021602 * x842) - x755 * (
         4.253020462916201 - 3.799573790302157 * x842) + x771 =E= 0;
e1083..  -x755 * (-3.2530204629162007 + 3.799573790302157 * x842) - x756 * (
         4.753020462916207 - 3.7995737903021634 * x842) + x772 =E= 0;
e1084..  -x756 * (-3.753020462916207 + 3.7995737903021634 * x842) - x757 * (
         5.253020462916208 - 3.7995737903021634 * x842) + x773 =E= 0;
e1085..  -x757 * (-4.253020462916208 + 3.7995737903021634 * x842) - x758 * (
         5.753020462916199 - 3.799573790302157 * x842) + x774 =E= 0;
e1086..  -x758 * (-4.753020462916199 + 3.799573790302157 * x842) - x759 * (
         6.253020462916199 - 3.799573790302157 * x842) + x775 =E= 0;
e1087..  -x759 * (-5.253020462916199 + 3.799573790302157 * x842) - x760 * (
         6.753020462916199 - 3.799573790302157 * x842) + x776 =E= 0;
e1088..  -x760 * (-5.753020462916199 + 3.799573790302157 * x842) - x761 * (
         7.253020462916199 - 3.799573790302157 * x842) + x777 =E= 0;
e1089..  -x762 * (1.1646530247225308 + 2.5330491935347736 * x842) - x763 * (
         0.1686803086108026 - 2.5330491935347736 * x842) + x778 =E= 0;
e1090..  -x763 * (0.8313196913891975 + 2.5330491935347736 * x842) - x764 * (
         0.502013641944136 - 2.5330491935347736 * x842) + x779 =E= 0;
e1091..  -x764 * (0.4979863580558641 + 2.5330491935347736 * x842) - x765 * (
         0.8353469752774694 - 2.5330491935347736 * x842) + x780 =E= 0;
e1092..  -x765 * (0.16465302472253077 + 2.5330491935347736 * x842) - x766 * (
         1.1686803086108026 - 2.5330491935347736 * x842) + x781 =E= 0;
e1093..  -x766 * (-0.1686803086108026 + 2.5330491935347736 * x842) - x767 * (
         1.5020136419441361 - 2.5330491935347745 * x842) + x782 =E= 0;
e1094..  -x767 * (-0.5020136419441361 + 2.5330491935347745 * x842) - x768 * (
         1.8353469752774694 - 2.5330491935347736 * x842) + x783 =E= 0;
e1095..  -x768 * (-0.8353469752774694 + 2.5330491935347736 * x842) - x769 * (
         2.1686803086108033 - 2.5330491935347745 * x842) + x784 =E= 0;
e1096..  -x769 * (-1.168680308610803 + 2.5330491935347745 * x842) - x770 * (
         2.502013641944135 - 2.5330491935347728 * x842) + x785 =E= 0;
e1097..  -x770 * (-1.502013641944135 + 2.5330491935347728 * x842) - x771 * (
         2.8353469752774685 - 2.5330491935347728 * x842) + x786 =E= 0;
e1098..  -x771 * (-1.8353469752774687 + 2.5330491935347728 * x842) - x772 * (
         3.168680308610803 - 2.533049193534774 * x842) + x787 =E= 0;
e1099..  -x772 * (-2.168680308610803 + 2.533049193534774 * x842) - x773 * (
         3.5020136419441363 - 2.533049193534774 * x842) + x788 =E= 0;
e1100..  -x773 * (-2.5020136419441363 + 2.533049193534774 * x842) - x774 * (
         3.8353469752774703 - 2.533049193534774 * x842) + x789 =E= 0;
e1101..  -x774 * (-2.8353469752774703 + 2.533049193534774 * x842) - x775 * (
         4.168680308610799 - 2.5330491935347714 * x842) + x790 =E= 0;
e1102..  -x775 * (-3.1686803086107993 + 2.5330491935347714 * x842) - x776 * (
         4.502013641944133 - 2.5330491935347714 * x842) + x791 =E= 0;
e1103..  -x776 * (-3.502013641944133 + 2.5330491935347714 * x842) - x777 * (
         4.835346975277466 - 2.5330491935347714 * x842) + x792 =E= 0;
e1104..  1.3284101134804585 * x778 + 0.9638529214257029 * x779 +
         0.638756011371145 * x780 + 0.35375245957483203 * x781 +
         0.10919300543338284 * x782 - 0.09452294075769288 * x783 -
         0.2570489126063853 * x784 - 0.3780581921555226 * x785 -
         0.4572441264724978 * x786 - 0.4943008897211539 * x787 -
         0.48893362140318014 * x788 - 0.44083299441919643 * x789 -
         0.34970780845147587 * x790 - 0.21522031052927998 * x791 -
         0.03716062739758959 * x792 - x848 =E= 0;
e1105..  -x842 / (exp(-x842) + 1) + x849 =E= 0;
e1106..  x839 - 1.57724062882026 * x848 + 0.41449337390376434 * x849 =E= 0;
e1107..  x745 + x746 + x747 + x748 + x749 + x750 + x751 + x752 + x753 + x754 +
         x755 + x756 + x757 + x758 + x759 + x760 + x761 =E= 1;
e1108..  x762 + x763 + x764 + x765 + x766 + x767 + x768 + x769 + x770 + x771 +
         x772 + x773 + x774 + x775 + x776 + x777 =E= 1;
e1109..  x778 + x779 + x780 + x781 + x782 + x783 + x784 + x785 + x786 + x787 +
         x788 + x789 + x790 + x791 + x792 =E= 1;
e1110..  objvar - x843 =E= 0;

* set non-default bounds
x794.lo = -0.8314925987592192; x794.up = 1.5904950583607238;
x795.lo = -1.5210163918552694e-05; x795.up = 1.6430793438499333e-06;
x796.lo = -0.8314276885566021; x796.up = 0.3940540553796057;
x797.lo = -0.6985625820274454; x797.up = 0.4979264779130275;
x798.lo = -1.7642044344929155; x798.up = 1.3926107969984873;
x799.lo = -1.026901961384979; x799.up = 0.7499734402627738;
x800.lo = -0.974367469942768; x800.up = 0.4052926708750384;
x801.lo = 0.008769991179254992; x801.up = 0.009049680205098479;
x802.lo = -0.12058694660110222; x802.up = 1.5115512444154178;
x803.lo = 0.03987151752653756; x803.up = 0.8739386841755589;
x804.lo = -0.19730771836267902; x804.up = 0.6006728251364637;
x805.lo = -0.00026869841386397385; x805.up = -0.0001782175455079468;
x806.lo = -1.7140427747923053; x806.up = 1.7661625999292674;
x807.lo = -2.048; x807.up = 2.048;
x808.lo = -1.7755611391195993; x808.up = 1.7043644849628665;
x809.lo = -2.048; x809.up = 2.048;
x810.lo = -1.7342216414442797; x810.up = 1.7478063738683862;
x811.lo = -2.048; x811.up = 2.048;
x812.lo = -1.7140427747923053; x812.up = 1.7661625999292674;
x813.lo = -1.7140427747923053; x813.up = 1.7661625999292674;
x814.lo = -1.7755611391195993; x814.up = 1.7043644849628665;
x815.lo = -1.7755611391195993; x815.up = 1.7043644849628665;
x816.lo = -1.7342216414442797; x816.up = 1.7478063738683862;
x817.lo = -1.7342216414442797; x817.up = 1.7478063738683862;
x819.lo = -0.278464596867598;
x821.lo = -0.278464596867598;
x823.lo = -0.278464596867598;
x825.lo = -0.278464596867598;
x827.lo = -0.278464596867598;
x829.lo = -0.278464596867598;
x831.lo = -0.278464596867598;
x833.lo = -0.278464596867598;
x835.lo = -0.278464596867598;
x836.lo = -1.0114119874678562; x836.up = 6.884654647717721;
x837.lo = -0.6886690793897362; x837.up = 2.8786146611371963;
x838.lo = -0.6474302281351797; x838.up = 1.0673997024260378;
x839.lo = -1.1105024764298492; x839.up = 1.5034504876675778;
x840.lo = -0.8209425370626597; x840.up = 1.4965431357409602;
x841.lo = -1.7550867489706234; x841.up = 1.3817740333736028;
x842.lo = -0.06500190566483383; x842.up = 1.5141225780638665;
x845.lo = -0.278464596867598;
x847.lo = -0.278464596867598;
x849.lo = -0.278464596867598;

Model m / all /;

m.limrow = 0;
m.limcol = 0;
m.tolproj = 0.0;

$if NOT '%gams.u1%' == '' $include '%gams.u1%'

$if not set MINLP $set MINLP MINLP
Solve m using %MINLP% minimizing objvar;


Last updated: 2025-05-08 Git hash: 2f1d9c1a
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