MINLPLib

A Library of Mixed-Integer and Continuous Nonlinear Programming Instances

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Instance meanvar-orl400_05_e_8

Mean-Variance problem with minimum buy-in and cardinality constraints
Formats ams gms lp mod nl osil pip py
Primal Bounds (infeas ≤ 1e-08)
99.48264828 p1 ( gdx sol )
(infeas: 2e-16)
Other points (infeas > 1e-08)  
Dual Bounds
96.93228533 (ANTIGONE)
99.48264818 (BARON)
94.12700216 (COUENNE)
99.48264501 (CPLEX)
99.48264484 (GUROBI)
99.48264828 (LINDO)
99.48264057 (SCIP)
99.48264501 (SHOT)
References Frangioni, Antonio, Furini, Fabio, and Gentile, Claudio, Approximated Perspective Relaxations: a Project and Lift Approach, Computational Optimization and Applications, 63:3, 2016, 705-735.
Source QPLIB instance 4270, contributed by Antonio Frangioni
Application Portfolio Optimization
Added to library 18 Aug 2018
Problem type MBQP
#Variables 1600
#Binary Variables 400
#Integer Variables 0
#Nonlinear Variables 800
#Nonlinear Binary Variables 0
#Nonlinear Integer Variables 0
Objective Sense min
Objective type quadratic
Objective curvature convex
#Nonzeros in Objective 1600
#Nonlinear Nonzeros in Objective 800
#Constraints 1603
#Linear Constraints 1603
#Quadratic Constraints 0
#Polynomial Constraints 0
#Signomial Constraints 0
#General Nonlinear Constraints 0
Operands in Gen. Nonlin. Functions  
Constraints curvature linear
#Nonzeros in Jacobian 4800
#Nonlinear Nonzeros in Jacobian 0
#Nonzeros in (Upper-Left) Hessian of Lagrangian 160400
#Nonzeros in Diagonal of Hessian of Lagrangian 800
#Blocks in Hessian of Lagrangian 401
Minimal blocksize in Hessian of Lagrangian 1
Maximal blocksize in Hessian of Lagrangian 400
Average blocksize in Hessian of Lagrangian 1.995012
#Semicontinuities 0
#Nonlinear Semicontinuities 0
#SOS type 1 0
#SOS type 2 0
Minimal coefficient 2.0190e-03
Maximal coefficient 1.8348e+03
Infeasibility of initial point 1
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
*       1604      402      401      801        0        0        0        0
*  
*  Variable counts
*                   x        b        i      s1s      s2s       sc       si
*      Total     cont   binary  integer     sos1     sos2    scont     sint
*       1601     1201      400        0        0        0        0        0
*  FX      0
*  
*  Nonzero counts
*      Total    const       NL      DLL
*       6401     5601      800        0
*
*  Solve m using MIQCP minimizing objvar;


Variables  objvar,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,b217,b218,b219
          ,b220,b221,b222,b223,b224,b225,b226,b227,b228,b229,b230,b231,b232
          ,b233,b234,b235,b236,b237,b238,b239,b240,b241,b242,b243,b244,b245
          ,b246,b247,b248,b249,b250,b251,b252,b253,b254,b255,b256,b257,b258
          ,b259,b260,b261,b262,b263,b264,b265,b266,b267,b268,b269,b270,b271
          ,b272,b273,b274,b275,b276,b277,b278,b279,b280,b281,b282,b283,b284
          ,b285,b286,b287,b288,b289,b290,b291,b292,b293,b294,b295,b296,b297
          ,b298,b299,b300,b301,b302,b303,b304,b305,b306,b307,b308,b309,b310
          ,b311,b312,b313,b314,b315,b316,b317,b318,b319,b320,b321,b322,b323
          ,b324,b325,b326,b327,b328,b329,b330,b331,b332,b333,b334,b335,b336
          ,b337,b338,b339,b340,b341,b342,b343,b344,b345,b346,b347,b348,b349
          ,b350,b351,b352,b353,b354,b355,b356,b357,b358,b359,b360,b361,b362
          ,b363,b364,b365,b366,b367,b368,b369,b370,b371,b372,b373,b374,b375
          ,b376,b377,b378,b379,b380,b381,b382,b383,b384,b385,b386,b387,b388
          ,b389,b390,b391,b392,b393,b394,b395,b396,b397,b398,b399,b400,b401
          ,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,x793,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,x850,x851,x852,x853,x854,x855,x856
          ,x857,x858,x859,x860,x861,x862,x863,x864,x865,x866,x867,x868,x869
          ,x870,x871,x872,x873,x874,x875,x876,x877,x878,x879,x880,x881,x882
          ,x883,x884,x885,x886,x887,x888,x889,x890,x891,x892,x893,x894,x895
          ,x896,x897,x898,x899,x900,x901,x902,x903,x904,x905,x906,x907,x908
          ,x909,x910,x911,x912,x913,x914,x915,x916,x917,x918,x919,x920,x921
          ,x922,x923,x924,x925,x926,x927,x928,x929,x930,x931,x932,x933,x934
          ,x935,x936,x937,x938,x939,x940,x941,x942,x943,x944,x945,x946,x947
          ,x948,x949,x950,x951,x952,x953,x954,x955,x956,x957,x958,x959,x960
          ,x961,x962,x963,x964,x965,x966,x967,x968,x969,x970,x971,x972,x973
          ,x974,x975,x976,x977,x978,x979,x980,x981,x982,x983,x984,x985,x986
          ,x987,x988,x989,x990,x991,x992,x993,x994,x995,x996,x997,x998,x999
          ,x1000,x1001,x1002,x1003,x1004,x1005,x1006,x1007,x1008,x1009,x1010
          ,x1011,x1012,x1013,x1014,x1015,x1016,x1017,x1018,x1019,x1020,x1021
          ,x1022,x1023,x1024,x1025,x1026,x1027,x1028,x1029,x1030,x1031,x1032
          ,x1033,x1034,x1035,x1036,x1037,x1038,x1039,x1040,x1041,x1042,x1043
          ,x1044,x1045,x1046,x1047,x1048,x1049,x1050,x1051,x1052,x1053,x1054
          ,x1055,x1056,x1057,x1058,x1059,x1060,x1061,x1062,x1063,x1064,x1065
          ,x1066,x1067,x1068,x1069,x1070,x1071,x1072,x1073,x1074,x1075,x1076
          ,x1077,x1078,x1079,x1080,x1081,x1082,x1083,x1084,x1085,x1086,x1087
          ,x1088,x1089,x1090,x1091,x1092,x1093,x1094,x1095,x1096,x1097,x1098
          ,x1099,x1100,x1101,x1102,x1103,x1104,x1105,x1106,x1107,x1108,x1109
          ,x1110,x1111,x1112,x1113,x1114,x1115,x1116,x1117,x1118,x1119,x1120
          ,x1121,x1122,x1123,x1124,x1125,x1126,x1127,x1128,x1129,x1130,x1131
          ,x1132,x1133,x1134,x1135,x1136,x1137,x1138,x1139,x1140,x1141,x1142
          ,x1143,x1144,x1145,x1146,x1147,x1148,x1149,x1150,x1151,x1152,x1153
          ,x1154,x1155,x1156,x1157,x1158,x1159,x1160,x1161,x1162,x1163,x1164
          ,x1165,x1166,x1167,x1168,x1169,x1170,x1171,x1172,x1173,x1174,x1175
          ,x1176,x1177,x1178,x1179,x1180,x1181,x1182,x1183,x1184,x1185,x1186
          ,x1187,x1188,x1189,x1190,x1191,x1192,x1193,x1194,x1195,x1196,x1197
          ,x1198,x1199,x1200,x1201,x1202,x1203,x1204,x1205,x1206,x1207,x1208
          ,x1209,x1210,x1211,x1212,x1213,x1214,x1215,x1216,x1217,x1218,x1219
          ,x1220,x1221,x1222,x1223,x1224,x1225,x1226,x1227,x1228,x1229,x1230
          ,x1231,x1232,x1233,x1234,x1235,x1236,x1237,x1238,x1239,x1240,x1241
          ,x1242,x1243,x1244,x1245,x1246,x1247,x1248,x1249,x1250,x1251,x1252
          ,x1253,x1254,x1255,x1256,x1257,x1258,x1259,x1260,x1261,x1262,x1263
          ,x1264,x1265,x1266,x1267,x1268,x1269,x1270,x1271,x1272,x1273,x1274
          ,x1275,x1276,x1277,x1278,x1279,x1280,x1281,x1282,x1283,x1284,x1285
          ,x1286,x1287,x1288,x1289,x1290,x1291,x1292,x1293,x1294,x1295,x1296
          ,x1297,x1298,x1299,x1300,x1301,x1302,x1303,x1304,x1305,x1306,x1307
          ,x1308,x1309,x1310,x1311,x1312,x1313,x1314,x1315,x1316,x1317,x1318
          ,x1319,x1320,x1321,x1322,x1323,x1324,x1325,x1326,x1327,x1328,x1329
          ,x1330,x1331,x1332,x1333,x1334,x1335,x1336,x1337,x1338,x1339,x1340
          ,x1341,x1342,x1343,x1344,x1345,x1346,x1347,x1348,x1349,x1350,x1351
          ,x1352,x1353,x1354,x1355,x1356,x1357,x1358,x1359,x1360,x1361,x1362
          ,x1363,x1364,x1365,x1366,x1367,x1368,x1369,x1370,x1371,x1372,x1373
          ,x1374,x1375,x1376,x1377,x1378,x1379,x1380,x1381,x1382,x1383,x1384
          ,x1385,x1386,x1387,x1388,x1389,x1390,x1391,x1392,x1393,x1394,x1395
          ,x1396,x1397,x1398,x1399,x1400,x1401,x1402,x1403,x1404,x1405,x1406
          ,x1407,x1408,x1409,x1410,x1411,x1412,x1413,x1414,x1415,x1416,x1417
          ,x1418,x1419,x1420,x1421,x1422,x1423,x1424,x1425,x1426,x1427,x1428
          ,x1429,x1430,x1431,x1432,x1433,x1434,x1435,x1436,x1437,x1438,x1439
          ,x1440,x1441,x1442,x1443,x1444,x1445,x1446,x1447,x1448,x1449,x1450
          ,x1451,x1452,x1453,x1454,x1455,x1456,x1457,x1458,x1459,x1460,x1461
          ,x1462,x1463,x1464,x1465,x1466,x1467,x1468,x1469,x1470,x1471,x1472
          ,x1473,x1474,x1475,x1476,x1477,x1478,x1479,x1480,x1481,x1482,x1483
          ,x1484,x1485,x1486,x1487,x1488,x1489,x1490,x1491,x1492,x1493,x1494
          ,x1495,x1496,x1497,x1498,x1499,x1500,x1501,x1502,x1503,x1504,x1505
          ,x1506,x1507,x1508,x1509,x1510,x1511,x1512,x1513,x1514,x1515,x1516
          ,x1517,x1518,x1519,x1520,x1521,x1522,x1523,x1524,x1525,x1526,x1527
          ,x1528,x1529,x1530,x1531,x1532,x1533,x1534,x1535,x1536,x1537,x1538
          ,x1539,x1540,x1541,x1542,x1543,x1544,x1545,x1546,x1547,x1548,x1549
          ,x1550,x1551,x1552,x1553,x1554,x1555,x1556,x1557,x1558,x1559,x1560
          ,x1561,x1562,x1563,x1564,x1565,x1566,x1567,x1568,x1569,x1570,x1571
          ,x1572,x1573,x1574,x1575,x1576,x1577,x1578,x1579,x1580,x1581,x1582
          ,x1583,x1584,x1585,x1586,x1587,x1588,x1589,x1590,x1591,x1592,x1593
          ,x1594,x1595,x1596,x1597,x1598,x1599,x1600,x1601;

Positive Variables  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,x793,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,x850,x851,x852,x853,x854
          ,x855,x856,x857,x858,x859,x860,x861,x862,x863,x864,x865,x866,x867
          ,x868,x869,x870,x871,x872,x873,x874,x875,x876,x877,x878,x879,x880
          ,x881,x882,x883,x884,x885,x886,x887,x888,x889,x890,x891,x892,x893
          ,x894,x895,x896,x897,x898,x899,x900,x901,x902,x903,x904,x905,x906
          ,x907,x908,x909,x910,x911,x912,x913,x914,x915,x916,x917,x918,x919
          ,x920,x921,x922,x923,x924,x925,x926,x927,x928,x929,x930,x931,x932
          ,x933,x934,x935,x936,x937,x938,x939,x940,x941,x942,x943,x944,x945
          ,x946,x947,x948,x949,x950,x951,x952,x953,x954,x955,x956,x957,x958
          ,x959,x960,x961,x962,x963,x964,x965,x966,x967,x968,x969,x970,x971
          ,x972,x973,x974,x975,x976,x977,x978,x979,x980,x981,x982,x983,x984
          ,x985,x986,x987,x988,x989,x990,x991,x992,x993,x994,x995,x996,x997
          ,x998,x999,x1000,x1001,x1002,x1003,x1004,x1005,x1006,x1007,x1008
          ,x1009,x1010,x1011,x1012,x1013,x1014,x1015,x1016,x1017,x1018,x1019
          ,x1020,x1021,x1022,x1023,x1024,x1025,x1026,x1027,x1028,x1029,x1030
          ,x1031,x1032,x1033,x1034,x1035,x1036,x1037,x1038,x1039,x1040,x1041
          ,x1042,x1043,x1044,x1045,x1046,x1047,x1048,x1049,x1050,x1051,x1052
          ,x1053,x1054,x1055,x1056,x1057,x1058,x1059,x1060,x1061,x1062,x1063
          ,x1064,x1065,x1066,x1067,x1068,x1069,x1070,x1071,x1072,x1073,x1074
          ,x1075,x1076,x1077,x1078,x1079,x1080,x1081,x1082,x1083,x1084,x1085
          ,x1086,x1087,x1088,x1089,x1090,x1091,x1092,x1093,x1094,x1095,x1096
          ,x1097,x1098,x1099,x1100,x1101,x1102,x1103,x1104,x1105,x1106,x1107
          ,x1108,x1109,x1110,x1111,x1112,x1113,x1114,x1115,x1116,x1117,x1118
          ,x1119,x1120,x1121,x1122,x1123,x1124,x1125,x1126,x1127,x1128,x1129
          ,x1130,x1131,x1132,x1133,x1134,x1135,x1136,x1137,x1138,x1139,x1140
          ,x1141,x1142,x1143,x1144,x1145,x1146,x1147,x1148,x1149,x1150,x1151
          ,x1152,x1153,x1154,x1155,x1156,x1157,x1158,x1159,x1160,x1161,x1162
          ,x1163,x1164,x1165,x1166,x1167,x1168,x1169,x1170,x1171,x1172,x1173
          ,x1174,x1175,x1176,x1177,x1178,x1179,x1180,x1181,x1182,x1183,x1184
          ,x1185,x1186,x1187,x1188,x1189,x1190,x1191,x1192,x1193,x1194,x1195
          ,x1196,x1197,x1198,x1199,x1200,x1201,x1202,x1203,x1204,x1205,x1206
          ,x1207,x1208,x1209,x1210,x1211,x1212,x1213,x1214,x1215,x1216,x1217
          ,x1218,x1219,x1220,x1221,x1222,x1223,x1224,x1225,x1226,x1227,x1228
          ,x1229,x1230,x1231,x1232,x1233,x1234,x1235,x1236,x1237,x1238,x1239
          ,x1240,x1241,x1242,x1243,x1244,x1245,x1246,x1247,x1248,x1249,x1250
          ,x1251,x1252,x1253,x1254,x1255,x1256,x1257,x1258,x1259,x1260,x1261
          ,x1262,x1263,x1264,x1265,x1266,x1267,x1268,x1269,x1270,x1271,x1272
          ,x1273,x1274,x1275,x1276,x1277,x1278,x1279,x1280,x1281,x1282,x1283
          ,x1284,x1285,x1286,x1287,x1288,x1289,x1290,x1291,x1292,x1293,x1294
          ,x1295,x1296,x1297,x1298,x1299,x1300,x1301,x1302,x1303,x1304,x1305
          ,x1306,x1307,x1308,x1309,x1310,x1311,x1312,x1313,x1314,x1315,x1316
          ,x1317,x1318,x1319,x1320,x1321,x1322,x1323,x1324,x1325,x1326,x1327
          ,x1328,x1329,x1330,x1331,x1332,x1333,x1334,x1335,x1336,x1337,x1338
          ,x1339,x1340,x1341,x1342,x1343,x1344,x1345,x1346,x1347,x1348,x1349
          ,x1350,x1351,x1352,x1353,x1354,x1355,x1356,x1357,x1358,x1359,x1360
          ,x1361,x1362,x1363,x1364,x1365,x1366,x1367,x1368,x1369,x1370,x1371
          ,x1372,x1373,x1374,x1375,x1376,x1377,x1378,x1379,x1380,x1381,x1382
          ,x1383,x1384,x1385,x1386,x1387,x1388,x1389,x1390,x1391,x1392,x1393
          ,x1394,x1395,x1396,x1397,x1398,x1399,x1400,x1401,x1402,x1403,x1404
          ,x1405,x1406,x1407,x1408,x1409,x1410,x1411,x1412,x1413,x1414,x1415
          ,x1416,x1417,x1418,x1419,x1420,x1421,x1422,x1423,x1424,x1425,x1426
          ,x1427,x1428,x1429,x1430,x1431,x1432,x1433,x1434,x1435,x1436,x1437
          ,x1438,x1439,x1440,x1441,x1442,x1443,x1444,x1445,x1446,x1447,x1448
          ,x1449,x1450,x1451,x1452,x1453,x1454,x1455,x1456,x1457,x1458,x1459
          ,x1460,x1461,x1462,x1463,x1464,x1465,x1466,x1467,x1468,x1469,x1470
          ,x1471,x1472,x1473,x1474,x1475,x1476,x1477,x1478,x1479,x1480,x1481
          ,x1482,x1483,x1484,x1485,x1486,x1487,x1488,x1489,x1490,x1491,x1492
          ,x1493,x1494,x1495,x1496,x1497,x1498,x1499,x1500,x1501,x1502,x1503
          ,x1504,x1505,x1506,x1507,x1508,x1509,x1510,x1511,x1512,x1513,x1514
          ,x1515,x1516,x1517,x1518,x1519,x1520,x1521,x1522,x1523,x1524,x1525
          ,x1526,x1527,x1528,x1529,x1530,x1531,x1532,x1533,x1534,x1535,x1536
          ,x1537,x1538,x1539,x1540,x1541,x1542,x1543,x1544,x1545,x1546,x1547
          ,x1548,x1549,x1550,x1551,x1552,x1553,x1554,x1555,x1556,x1557,x1558
          ,x1559,x1560,x1561,x1562,x1563,x1564,x1565,x1566,x1567,x1568,x1569
          ,x1570,x1571,x1572,x1573,x1574,x1575,x1576,x1577,x1578,x1579,x1580
          ,x1581,x1582,x1583,x1584,x1585,x1586,x1587,x1588,x1589,x1590,x1591
          ,x1592,x1593,x1594,x1595,x1596,x1597,x1598,x1599,x1600,x1601;

Binary Variables  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,b217,b218,b219
          ,b220,b221,b222,b223,b224,b225,b226,b227,b228,b229,b230,b231,b232
          ,b233,b234,b235,b236,b237,b238,b239,b240,b241,b242,b243,b244,b245
          ,b246,b247,b248,b249,b250,b251,b252,b253,b254,b255,b256,b257,b258
          ,b259,b260,b261,b262,b263,b264,b265,b266,b267,b268,b269,b270,b271
          ,b272,b273,b274,b275,b276,b277,b278,b279,b280,b281,b282,b283,b284
          ,b285,b286,b287,b288,b289,b290,b291,b292,b293,b294,b295,b296,b297
          ,b298,b299,b300,b301,b302,b303,b304,b305,b306,b307,b308,b309,b310
          ,b311,b312,b313,b314,b315,b316,b317,b318,b319,b320,b321,b322,b323
          ,b324,b325,b326,b327,b328,b329,b330,b331,b332,b333,b334,b335,b336
          ,b337,b338,b339,b340,b341,b342,b343,b344,b345,b346,b347,b348,b349
          ,b350,b351,b352,b353,b354,b355,b356,b357,b358,b359,b360,b361,b362
          ,b363,b364,b365,b366,b367,b368,b369,b370,b371,b372,b373,b374,b375
          ,b376,b377,b378,b379,b380,b381,b382,b383,b384,b385,b386,b387,b388
          ,b389,b390,b391,b392,b393,b394,b395,b396,b397,b398,b399,b400,b401;

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
          ,e1111,e1112,e1113,e1114,e1115,e1116,e1117,e1118,e1119,e1120,e1121
          ,e1122,e1123,e1124,e1125,e1126,e1127,e1128,e1129,e1130,e1131,e1132
          ,e1133,e1134,e1135,e1136,e1137,e1138,e1139,e1140,e1141,e1142,e1143
          ,e1144,e1145,e1146,e1147,e1148,e1149,e1150,e1151,e1152,e1153,e1154
          ,e1155,e1156,e1157,e1158,e1159,e1160,e1161,e1162,e1163,e1164,e1165
          ,e1166,e1167,e1168,e1169,e1170,e1171,e1172,e1173,e1174,e1175,e1176
          ,e1177,e1178,e1179,e1180,e1181,e1182,e1183,e1184,e1185,e1186,e1187
          ,e1188,e1189,e1190,e1191,e1192,e1193,e1194,e1195,e1196,e1197,e1198
          ,e1199,e1200,e1201,e1202,e1203,e1204,e1205,e1206,e1207,e1208,e1209
          ,e1210,e1211,e1212,e1213,e1214,e1215,e1216,e1217,e1218,e1219,e1220
          ,e1221,e1222,e1223,e1224,e1225,e1226,e1227,e1228,e1229,e1230,e1231
          ,e1232,e1233,e1234,e1235,e1236,e1237,e1238,e1239,e1240,e1241,e1242
          ,e1243,e1244,e1245,e1246,e1247,e1248,e1249,e1250,e1251,e1252,e1253
          ,e1254,e1255,e1256,e1257,e1258,e1259,e1260,e1261,e1262,e1263,e1264
          ,e1265,e1266,e1267,e1268,e1269,e1270,e1271,e1272,e1273,e1274,e1275
          ,e1276,e1277,e1278,e1279,e1280,e1281,e1282,e1283,e1284,e1285,e1286
          ,e1287,e1288,e1289,e1290,e1291,e1292,e1293,e1294,e1295,e1296,e1297
          ,e1298,e1299,e1300,e1301,e1302,e1303,e1304,e1305,e1306,e1307,e1308
          ,e1309,e1310,e1311,e1312,e1313,e1314,e1315,e1316,e1317,e1318,e1319
          ,e1320,e1321,e1322,e1323,e1324,e1325,e1326,e1327,e1328,e1329,e1330
          ,e1331,e1332,e1333,e1334,e1335,e1336,e1337,e1338,e1339,e1340,e1341
          ,e1342,e1343,e1344,e1345,e1346,e1347,e1348,e1349,e1350,e1351,e1352
          ,e1353,e1354,e1355,e1356,e1357,e1358,e1359,e1360,e1361,e1362,e1363
          ,e1364,e1365,e1366,e1367,e1368,e1369,e1370,e1371,e1372,e1373,e1374
          ,e1375,e1376,e1377,e1378,e1379,e1380,e1381,e1382,e1383,e1384,e1385
          ,e1386,e1387,e1388,e1389,e1390,e1391,e1392,e1393,e1394,e1395,e1396
          ,e1397,e1398,e1399,e1400,e1401,e1402,e1403,e1404,e1405,e1406,e1407
          ,e1408,e1409,e1410,e1411,e1412,e1413,e1414,e1415,e1416,e1417,e1418
          ,e1419,e1420,e1421,e1422,e1423,e1424,e1425,e1426,e1427,e1428,e1429
          ,e1430,e1431,e1432,e1433,e1434,e1435,e1436,e1437,e1438,e1439,e1440
          ,e1441,e1442,e1443,e1444,e1445,e1446,e1447,e1448,e1449,e1450,e1451
          ,e1452,e1453,e1454,e1455,e1456,e1457,e1458,e1459,e1460,e1461,e1462
          ,e1463,e1464,e1465,e1466,e1467,e1468,e1469,e1470,e1471,e1472,e1473
          ,e1474,e1475,e1476,e1477,e1478,e1479,e1480,e1481,e1482,e1483,e1484
          ,e1485,e1486,e1487,e1488,e1489,e1490,e1491,e1492,e1493,e1494,e1495
          ,e1496,e1497,e1498,e1499,e1500,e1501,e1502,e1503,e1504,e1505,e1506
          ,e1507,e1508,e1509,e1510,e1511,e1512,e1513,e1514,e1515,e1516,e1517
          ,e1518,e1519,e1520,e1521,e1522,e1523,e1524,e1525,e1526,e1527,e1528
          ,e1529,e1530,e1531,e1532,e1533,e1534,e1535,e1536,e1537,e1538,e1539
          ,e1540,e1541,e1542,e1543,e1544,e1545,e1546,e1547,e1548,e1549,e1550
          ,e1551,e1552,e1553,e1554,e1555,e1556,e1557,e1558,e1559,e1560,e1561
          ,e1562,e1563,e1564,e1565,e1566,e1567,e1568,e1569,e1570,e1571,e1572
          ,e1573,e1574,e1575,e1576,e1577,e1578,e1579,e1580,e1581,e1582,e1583
          ,e1584,e1585,e1586,e1587,e1588,e1589,e1590,e1591,e1592,e1593,e1594
          ,e1595,e1596,e1597,e1598,e1599,e1600,e1601,e1602,e1603,e1604;


e1.. 993.5086203*sqr(x402) + 149.3450305*x402 + 1220.072919*sqr(x403) + 
     260.2629537*x403 + 1252.374646*sqr(x404) + 243.5577134*x404 + 995.20179*
     sqr(x405) + 245.9598231*x405 + 1160.789955*sqr(x406) + 279.2979961*x406 + 
     932.7605533*sqr(x407) + 156.596804*x407 + 1610.434029*sqr(x408) + 
     371.536954*x408 + 1481.886086*sqr(x409) + 322.4119107*x409 + 1439.638371*
     sqr(x410) + 240.379874*x410 + 1772.80961*sqr(x411) + 364.0370576*x411 + 
     1154.136838*sqr(x412) + 276.2825161*x412 + 1402.080869*sqr(x413) + 
     288.2526282*x413 + 1601.50597*sqr(x414) + 366.5347175*x414 + 1118.374717*
     sqr(x415) + 238.2125397*x415 + 1560.299321*sqr(x416) + 271.3849518*x416 + 
     1206.059458*sqr(x417) + 219.0623926*x417 + 1664.915306*sqr(x418) + 
     371.639531*x418 + 1060.114226*sqr(x419) + 190.4873244*x419 + 1526.340777*
     sqr(x420) + 236.2712332*x420 + 1212.113573*sqr(x421) + 220.7233847*x421 + 
     1627.112425*sqr(x422) + 301.1525736*x422 + 1437.782286*sqr(x423) + 
     269.0421922*x423 + 1649.65399*sqr(x424) + 260.9434559*x424 + 997.8466057*
     sqr(x425) + 196.0383012*x425 + 1553.923378*sqr(x426) + 249.845457*x426 + 
     1341.092133*sqr(x427) + 298.108554*x427 + 1569.411453*sqr(x428) + 
     264.340585*x428 + 1100.845525*sqr(x429) + 254.9181967*x429 + 1644.357683*
     sqr(x430) + 368.7463883*x430 + 1148.019675*sqr(x431) + 260.1940443*x431 + 
     1399.683097*sqr(x432) + 286.8320462*x432 + 924.8736969*sqr(x433) + 
     207.6991821*x433 + 1448.361853*sqr(x434) + 275.1359158*x434 + 1145.242863*
     sqr(x435) + 285.627166*x435 + 1570.150472*sqr(x436) + 348.1274506*x436 + 
     1571.374418*sqr(x437) + 283.7490813*x437 + 1395.492717*sqr(x438) + 
     233.4497997*x438 + 1810.458108*sqr(x439) + 366.4767321*x439 + 930.932379*
     sqr(x440) + 231.0038134*x440 + 1658.85911*sqr(x441) + 305.6627731*x441 + 
     1097.243739*sqr(x442) + 173.1086335*x442 + 1812.20703*sqr(x443) + 
     430.4480629*x443 + 1578.073535*sqr(x444) + 378.5009374*x444 + 1499.745816*
     sqr(x445) + 354.8932211*x445 + 1627.188684*sqr(x446) + 326.2933452*x446 + 
     1084.37534*sqr(x447) + 177.6004463*x447 + 1483.327908*sqr(x448) + 
     249.6001804*x448 + 1037.158238*sqr(x449) + 180.2001453*x449 + 1140.743007*
     sqr(x450) + 220.6961274*x450 + 1333.213854*sqr(x451) + 230.7343356*x451 + 
     896.9521423*sqr(x452) + 184.6304767*x452 + 1816.78795*sqr(x453) + 
     415.2288118*x453 + 1180.897545*sqr(x454) + 248.2120284*x454 + 1502.785574*
     sqr(x455) + 321.6303463*x455 + 888.2881541*sqr(x456) + 155.4614417*x456 + 
     1365.415598*sqr(x457) + 301.719899*x457 + 1723.988211*sqr(x458) + 
     321.197416*x458 + 1437.278692*sqr(x459) + 278.0348939*x459 + 1230.626977*
     sqr(x460) + 249.2496619*x460 + 1019.142468*sqr(x461) + 163.633698*x461 + 
     1721.629948*sqr(x462) + 292.8343448*x462 + 1516.857185*sqr(x463) + 
     238.8521897*x463 + 1100.806787*sqr(x464) + 258.8332502*x464 + 1624.838261*
     sqr(x465) + 341.3051733*x465 + 1370.77346*sqr(x466) + 215.0309297*x466 + 
     1307.729543*sqr(x467) + 270.4992789*x467 + 1098.30776*sqr(x468) + 
     264.2843466*x468 + 1305.35127*sqr(x469) + 227.3357479*x469 + 898.1129843*
     sqr(x470) + 143.0411797*x470 + 875.3034715*sqr(x471) + 208.9971727*x471 + 
     1714.562682*sqr(x472) + 357.3450393*x472 + 1164.23784*sqr(x473) + 
     194.46891*x473 + 1115.569116*sqr(x474) + 252.4511267*x474 + 942.7504379*
     sqr(x475) + 186.9168667*x475 + 1398.089928*sqr(x476) + 214.8458214*x476 + 
     1346.388683*sqr(x477) + 238.0736978*x477 + 1377.615367*sqr(x478) + 
     292.1219058*x478 + 1144.852492*sqr(x479) + 196.8474944*x479 + 1406.008343*
     sqr(x480) + 282.0003095*x480 + 1649.139966*sqr(x481) + 256.4675849*x481 + 
     970.5058414*sqr(x482) + 189.2560343*x482 + 1296.031106*sqr(x483) + 
     202.7123031*x483 + 1585.633702*sqr(x484) + 371.1445236*x484 + 1681.200036*
     sqr(x485) + 260.9170676*x485 + 1640.654005*sqr(x486) + 361.6540218*x486 + 
     1086.934673*sqr(x487) + 172.9089374*x487 + 1461.838667*sqr(x488) + 
     330.6238468*x488 + 1485.689071*sqr(x489) + 232.8721347*x489 + 1422.485244*
     sqr(x490) + 288.0885112*x490 + 1435.347069*sqr(x491) + 256.5089226*x491 + 
     1181.170952*sqr(x492) + 197.6142942*x492 + 993.0725992*sqr(x493) + 
     221.0739491*x493 + 1365.427246*sqr(x494) + 254.2068064*x494 + 1765.896913*
     sqr(x495) + 269.1831185*x495 + 1510.820647*sqr(x496) + 275.9830881*x496 + 
     1355.034647*sqr(x497) + 261.578788*x497 + 1575.171005*sqr(x498) + 
     329.6529221*x498 + 1075.76838*sqr(x499) + 186.4302731*x499 + 1315.940586*
     sqr(x500) + 285.8208478*x500 + 1341.517719*sqr(x501) + 293.1877585*x501 + 
     1288.954156*sqr(x502) + 208.9017539*x502 + 968.2542766*sqr(x503) + 
     170.0414272*x503 + 1555.476241*sqr(x504) + 366.4464036*x504 + 1339.288249*
     sqr(x505) + 319.2445327*x505 + 1319.033618*sqr(x506) + 295.3106808*x506 + 
     1569.704629*sqr(x507) + 375.5607171*x507 + 952.7713524*sqr(x508) + 
     157.3908722*x508 + 1496.056336*sqr(x509) + 278.1663623*x509 + 1365.408792*
     sqr(x510) + 220.0998011*x510 + 923.0352427*sqr(x511) + 199.1547486*x511 + 
     1563.694637*sqr(x512) + 299.3678059*x512 + 898.2933409*sqr(x513) + 
     185.232237*x513 + 1271.542776*sqr(x514) + 282.4996504*x514 + 1583.937136*
     sqr(x515) + 278.0063737*x515 + 1699.208461*sqr(x516) + 359.2153195*x516 + 
     1761.03231*sqr(x517) + 339.1811978*x517 + 1171.183111*sqr(x518) + 
     216.1950616*x518 + 1377.524169*sqr(x519) + 258.3841644*x519 + 1054.438294*
     sqr(x520) + 210.1992794*x520 + 1498.857243*sqr(x521) + 355.4093593*x521 + 
     1469.283388*sqr(x522) + 317.7766994*x522 + 1698.521838*sqr(x523) + 
     367.9862168*x523 + 889.6456601*sqr(x524) + 186.5910068*x524 + 1266.735731*
     sqr(x525) + 193.1187771*x525 + 1238.567777*sqr(x526) + 271.3517205*x526 + 
     1056.557327*sqr(x527) + 256.117209*x527 + 1320.700048*sqr(x528) + 
     258.1915766*x528 + 1575.452028*sqr(x529) + 281.0067613*x529 + 1370.656589*
     sqr(x530) + 227.1273092*x530 + 1435.18863*sqr(x531) + 233.4978707*x531 + 
     925.654216*sqr(x532) + 228.5580218*x532 + 1209.015431*sqr(x533) + 
     214.9359584*x533 + 1195.059049*sqr(x534) + 225.0432665*x534 + 1122.946972*
     sqr(x535) + 261.0849464*x535 + 1196.555359*sqr(x536) + 198.8034611*x536 + 
     964.8101401*sqr(x537) + 156.4878824*x537 + 1144.252135*sqr(x538) + 
     253.7441585*x538 + 1484.769308*sqr(x539) + 269.2468489*x539 + 1068.684471*
     sqr(x540) + 211.736958*x540 + 954.1346036*sqr(x541) + 222.2680031*x541 + 
     1314.883989*sqr(x542) + 324.9077022*x542 + 1724.785523*sqr(x543) + 
     413.2200105*x543 + 959.9267851*sqr(x544) + 181.5769477*x544 + 1462.32058*
     sqr(x545) + 320.6440279*x545 + 1568.05626*sqr(x546) + 258.8761471*x546 + 
     936.9181885*sqr(x547) + 141.0611282*x547 + 1250.191565*sqr(x548) + 
     202.3738844*x548 + 1649.569762*sqr(x549) + 329.4011012*x549 + 1789.05229*
     sqr(x550) + 336.5745505*x550 + 1082.023183*sqr(x551) + 228.5465164*x551 + 
     1689.22688*sqr(x552) + 315.5633247*x552 + 937.2335269*sqr(x553) + 
     144.7183414*x553 + 1054.771595*sqr(x554) + 187.6146706*x554 + 1198.876625*
     sqr(x555) + 295.5778287*x555 + 1678.349244*sqr(x556) + 263.2725759*x556 + 
     1011.650767*sqr(x557) + 249.8346432*x557 + 982.859433*sqr(x558) + 
     234.8571708*x558 + 1093.57893*sqr(x559) + 221.2966541*x559 + 1461.931414*
     sqr(x560) + 256.3104937*x560 + 1305.599285*sqr(x561) + 201.9238549*x561 + 
     1025.048682*sqr(x562) + 220.4417623*x562 + 1755.957195*sqr(x563) + 
     302.4431172*x563 + 957.2983243*sqr(x564) + 174.6471896*x564 + 1405.751872*
     sqr(x565) + 215.5950196*x565 + 1467.925916*sqr(x566) + 227.1440965*x566 + 
     1532.772235*sqr(x567) + 304.3841335*x567 + 1476.801178*sqr(x568) + 
     244.5019498*x568 + 1156.319358*sqr(x569) + 261.898911*x569 + 1660.286744*
     sqr(x570) + 381.7385076*x570 + 973.0760775*sqr(x571) + 207.9370746*x571 + 
     1321.031865*sqr(x572) + 276.6848929*x572 + 1249.839596*sqr(x573) + 
     283.7424845*x573 + 1630.476453*sqr(x574) + 331.4238181*x574 + 1228.867131*
     sqr(x575) + 305.5002028*x575 + 1411.772668*sqr(x576) + 277.1222217*x576 + 
     1500.898564*sqr(x577) + 327.738822*x577 + 1544.022849*sqr(x578) + 
     384.7114815*x578 + 996.7726574*sqr(x579) + 207.4962702*x579 + 1322.826774*
     sqr(x580) + 222.3021505*x580 + 1671.082868*sqr(x581) + 312.9801851*x581 + 
     1088.277874*sqr(x582) + 184.3429102*x582 + 1571.238827*sqr(x583) + 
     321.8842688*x583 + 1317.209789*sqr(x584) + 252.5116983*x584 + 1402.254331*
     sqr(x585) + 276.6113255*x585 + 940.4480881*sqr(x586) + 189.4117183*x586 + 
     1116.169758*sqr(x587) + 221.6333419*x587 + 988.741459*sqr(x588) + 
     192.0326543*x588 + 1722.516022*sqr(x589) + 327.8960486*x589 + 1113.53966*
     sqr(x590) + 168.0620644*x590 + 1255.38646*sqr(x591) + 275.6106568*x591 + 
     1290.303371*sqr(x592) + 251.6332603*x592 + 1037.285105*sqr(x593) + 
     224.0337705*x593 + 1713.206013*sqr(x594) + 414.2203205*x594 + 1551.635658*
     sqr(x595) + 352.9292125*x595 + 967.0824317*sqr(x596) + 212.1268622*x596 + 
     1112.796743*sqr(x597) + 274.3254514*x597 + 1608.868243*sqr(x598) + 
     283.2256482*x598 + 1270.431795*sqr(x599) + 298.4359895*x599 + 1530.159725*
     sqr(x600) + 341.2447456*x600 + 1596.806035*sqr(x601) + 249.0435219*x601 + 
     1499.307401*sqr(x602) + 297.7617901*x602 + 1236.374389*sqr(x603) + 
     225.5870659*x603 + 1482.890408*sqr(x604) + 345.4936833*x604 + 934.4682276*
     sqr(x605) + 141.9154844*x605 + 1207.613183*sqr(x606) + 218.6524475*x606 + 
     985.5041835*sqr(x607) + 176.6816434*x607 + 1664.853878*sqr(x608) + 
     366.6497373*x608 + 1100.894768*sqr(x609) + 198.4070421*x609 + 1663.431818*
     sqr(x610) + 394.9795231*x610 + 1715.597097*sqr(x611) + 408.7928538*x611 + 
     1442.598562*sqr(x612) + 313.7872302*x612 + 1287.423578*sqr(x613) + 
     201.9170936*x613 + 1312.146344*sqr(x614) + 253.4284698*x614 + 902.707861*
     sqr(x615) + 143.7266542*x615 + 1262.27674*sqr(x616) + 257.6306826*x616 + 
     966.7590083*sqr(x617) + 236.4172611*x617 + 1071.328299*sqr(x618) + 
     222.6040437*x618 + 1555.584796*sqr(x619) + 386.2816966*x619 + 1245.632911*
     sqr(x620) + 230.3237534*x620 + 1285.699457*sqr(x621) + 268.3373051*x621 + 
     1757.115834*sqr(x622) + 382.8083481*x622 + 1524.027945*sqr(x623) + 
     350.4101136*x623 + 1365.289767*sqr(x624) + 238.5026332*x624 + 1128.589286*
     sqr(x625) + 236.6003472*x625 + 1138.028093*sqr(x626) + 236.004175*x626 + 
     1267.385734*sqr(x627) + 309.2894687*x627 + 1507.721988*sqr(x628) + 
     310.8342267*x628 + 921.8557854*sqr(x629) + 215.1797802*x629 + 1610.54252*
     sqr(x630) + 368.7280087*x630 + 1245.726306*sqr(x631) + 223.2017651*x631 + 
     1711.794597*sqr(x632) + 409.7757927*x632 + 1288.791951*sqr(x633) + 
     228.8198815*x633 + 1635.423872*sqr(x634) + 346.108908*x634 + 1612.086337*
     sqr(x635) + 358.4803159*x635 + 1474.524422*sqr(x636) + 264.5498232*x636 + 
     1479.839016*sqr(x637) + 359.1483461*x637 + 1416.441664*sqr(x638) + 
     214.8046248*x638 + 1611.93177*sqr(x639) + 402.4075472*x639 + 1432.566523*
     sqr(x640) + 247.7160224*x640 + 1188.348616*sqr(x641) + 284.1334887*x641 + 
     1294.87707*sqr(x642) + 308.0813738*x642 + 893.7690937*sqr(x643) + 
     214.891513*x643 + 1058.72028*sqr(x644) + 260.3791036*x644 + 1524.410245*
     sqr(x645) + 276.0152983*x645 + 1156.066989*sqr(x646) + 288.6123089*x646 + 
     1546.348104*sqr(x647) + 309.3277326*x647 + 1686.362569*sqr(x648) + 
     296.1419284*x648 + 1134.75267*sqr(x649) + 235.3855818*x649 + 1335.922325*
     sqr(x650) + 264.9893309*x650 + 1404.396424*sqr(x651) + 295.6463727*x651 + 
     1182.401054*sqr(x652) + 196.4471617*x652 + 900.2530664*sqr(x653) + 
     149.6388043*x653 + 1488.190305*sqr(x654) + 283.4088188*x654 + 1456.373688*
     sqr(x655) + 277.9237232*x655 + 1425.382564*sqr(x656) + 321.9385878*x656 + 
     1319.988032*sqr(x657) + 327.1174278*x657 + 1790.450222*sqr(x658) + 
     331.0006399*x658 + 1834.821277*sqr(x659) + 333.9790861*x659 + 1539.712822*
     sqr(x660) + 356.0411914*x660 + 1619.482382*sqr(x661) + 265.2979681*x661 + 
     1190.813326*sqr(x662) + 251.495821*x662 + 915.4490657*sqr(x663) + 
     201.9686249*x663 + 1296.895013*sqr(x664) + 248.1770979*x664 + 1015.31644*
     sqr(x665) + 175.4763483*x665 + 1269.586645*sqr(x666) + 245.0211576*x666 + 
     1325.794576*sqr(x667) + 292.703862*x667 + 1542.481085*sqr(x668) + 
     255.3167445*x668 + 1288.783936*sqr(x669) + 250.8537253*x669 + 928.234811*
     sqr(x670) + 204.6007744*x670 + 1668.741841*sqr(x671) + 314.4594814*x671 + 
     1174.888104*sqr(x672) + 215.8776765*x672 + 1814.17225*sqr(x673) + 
     377.9691457*x673 + 935.3633233*sqr(x674) + 167.3121604*x674 + 1165.298129*
     sqr(x675) + 209.3816535*x675 + 1202.55759*sqr(x676) + 287.8996707*x676 + 
     959.9134012*sqr(x677) + 171.3677144*x677 + 1779.981165*sqr(x678) + 
     408.8942827*x678 + 1089.532618*sqr(x679) + 179.7903362*x679 + 1367.232232*
     sqr(x680) + 322.6087541*x680 + 1750.772443*sqr(x681) + 311.7691179*x681 + 
     1737.910218*sqr(x682) + 391.9524902*x682 + 1167.009711*sqr(x683) + 
     177.5023171*x683 + 994.3592428*sqr(x684) + 193.197816*x684 + 1028.007729*
     sqr(x685) + 170.6179083*x685 + 1424.754041*sqr(x686) + 274.8818149*x686 + 
     904.4298754*sqr(x687) + 153.8932293*x687 + 1435.658132*sqr(x688) + 
     235.1435167*x688 + 1063.776301*sqr(x689) + 242.331305*x689 + 1466.570724*
     sqr(x690) + 296.5078079*x690 + 977.5810033*sqr(x691) + 239.5334081*x691 + 
     1433.460447*sqr(x692) + 346.3518531*x692 + 944.9419887*sqr(x693) + 
     154.3792359*x693 + 1813.2479*sqr(x694) + 391.0253141*x694 + 1366.46221*
     sqr(x695) + 250.0378788*x695 + 1489.260401*sqr(x696) + 277.3055289*x696 + 
     1722.828418*sqr(x697) + 273.3129115*x697 + 1161.590125*sqr(x698) + 
     178.6038673*x698 + 1701.131315*sqr(x699) + 343.1640147*x699 + 1600.198927*
     sqr(x700) + 325.2975909*x700 + 1049.306841*sqr(x701) + 235.2307745*x701 + 
     1293.674146*sqr(x702) + 310.6991583*x702 + 1789.416202*sqr(x703) + 
     424.143354*x703 + 1420.398696*sqr(x704) + 259.2508576*x704 + 1778.268696*
     sqr(x705) + 300.602097*x705 + 1333.849351*sqr(x706) + 222.3655718*x706 + 
     1648.924649*sqr(x707) + 283.4928543*x707 + 1413.603195*sqr(x708) + 
     279.2801267*x708 + 1297.534998*sqr(x709) + 319.7489286*x709 + 1577.896939*
     sqr(x710) + 294.975115*x710 + 935.6440397*sqr(x711) + 171.7128373*x711 + 
     1756.099665*sqr(x712) + 306.4449409*x712 + 1594.338461*sqr(x713) + 
     259.0367296*x713 + 1769.37834*sqr(x714) + 328.438731*x714 + 1572.152944*
     sqr(x715) + 343.9822533*x715 + 1090.313861*sqr(x716) + 194.5581567*x716 + 
     1441.151473*sqr(x717) + 329.3847097*x717 + 1289.34485*sqr(x718) + 
     308.0914016*x718 + 1028.366479*sqr(x719) + 197.6831968*x719 + 1494.330008*
     sqr(x720) + 308.3691933*x720 + 1285.791319*sqr(x721) + 245.7527034*x721 + 
     1527.8059*sqr(x722) + 286.0923189*x722 + 1167.67468*sqr(x723) + 
     231.1749488*x723 + 1769.487639*sqr(x724) + 361.867017*x724 + 1445.938884*
     sqr(x725) + 221.0928756*x725 + 896.2522105*sqr(x726) + 206.9991455*x726 + 
     1566.350793*sqr(x727) + 377.0321641*x727 + 1651.165725*sqr(x728) + 
     266.7426527*x728 + 1558.23002*sqr(x729) + 365.7460362*x729 + 960.5392208*
     sqr(x730) + 184.8406926*x730 + 1796.441707*sqr(x731) + 385.9363984*x731 + 
     988.7744113*sqr(x732) + 206.5512172*x732 + 1454.188449*sqr(x733) + 
     265.5381845*x733 + 1423.286877*sqr(x734) + 287.3085319*x734 + 1122.543467*
     sqr(x735) + 270.9999087*x735 + 1347.845971*sqr(x736) + 271.7854842*x736 + 
     1733.331859*sqr(x737) + 378.8584352*x737 + 1242.654843*sqr(x738) + 
     202.9775782*x738 + 1274.879236*sqr(x739) + 317.7132408*x739 + 1362.128939*
     sqr(x740) + 292.8581851*x740 + 1781.499679*sqr(x741) + 356.805561*x741 + 
     1721.02999*sqr(x742) + 314.4909007*x742 + 1022.017848*sqr(x743) + 
     244.7768721*x743 + 1311.751104*sqr(x744) + 279.0837836*x744 + 1047.148885*
     sqr(x745) + 228.6532525*x745 + 1559.673094*sqr(x746) + 324.8806229*x746 + 
     1030.093079*sqr(x747) + 248.4574205*x747 + 1532.757936*sqr(x748) + 
     301.8223238*x748 + 1738.029135*sqr(x749) + 342.8303486*x749 + 1120.976924*
     sqr(x750) + 205.6200349*x750 + 1803.168839*sqr(x751) + 276.3790088*x751 + 
     1092.312975*sqr(x752) + 260.3876424*x752 + 1394.911627*sqr(x753) + 
     307.8378578*x753 + 1018.254385*sqr(x754) + 204.926709*x754 + 1325.088445*
     sqr(x755) + 255.5906387*x755 + 1421.322635*sqr(x756) + 317.7969107*x756 + 
     1433.713672*sqr(x757) + 261.242359*x757 + 1770.158667*sqr(x758) + 
     324.9888818*x758 + 956.8677154*sqr(x759) + 224.9983148*x759 + 1563.147252*
     sqr(x760) + 260.9403287*x760 + 1215.107211*sqr(x761) + 274.6475236*x761 + 
     1159.255451*sqr(x762) + 231.8212509*x762 + 1673.150022*sqr(x763) + 
     377.8455621*x763 + 1562.882912*sqr(x764) + 247.9196475*x764 + 1202.506976*
     sqr(x765) + 182.5850036*x765 + 1540.71436*sqr(x766) + 334.7122446*x766 + 
     1054.989536*sqr(x767) + 221.8368909*x767 + 1535.087301*sqr(x768) + 
     338.3475482*x768 + 1023.646396*sqr(x769) + 236.0392444*x769 + 1436.238992*
     sqr(x770) + 300.8697785*x770 + 1045.121109*sqr(x771) + 193.7755495*x771 + 
     1403.228288*sqr(x772) + 253.8026301*x772 + 1720.805299*sqr(x773) + 
     416.8110505*x773 + 1209.013603*sqr(x774) + 211.472414*x774 + 1311.495564*
     sqr(x775) + 319.515992*x775 + 1363.287914*sqr(x776) + 287.0764519*x776 + 
     893.3308785*sqr(x777) + 208.336928*x777 + 1284.614062*sqr(x778) + 
     301.6610387*x778 + 1627.575515*sqr(x779) + 256.3286256*x779 + 1728.469778*
     sqr(x780) + 311.9299924*x780 + 1236.241208*sqr(x781) + 208.0043825*x781 + 
     935.640015*sqr(x782) + 150.418298*x782 + 1242.137829*sqr(x783) + 
     209.7323391*x783 + 1683.033537*sqr(x784) + 402.1470627*x784 + 1466.778704*
     sqr(x785) + 310.9836047*x785 + 1820.289306*sqr(x786) + 385.4164079*x786 + 
     969.6242551*sqr(x787) + 206.078296*x787 + 1208.602349*sqr(x788) + 
     295.1791756*x788 + 1290.261063*sqr(x789) + 316.5354886*x789 + 1596.43847*
     sqr(x790) + 315.5753678*x790 + 1647.34692*sqr(x791) + 265.4938756*x791 + 
     1549.903298*sqr(x792) + 343.0774186*x792 + 840.0742971*sqr(x793) + 
     208.0434588*x793 + 1526.822167*sqr(x794) + 361.846746*x794 + 1175.952172*
     sqr(x795) + 270.4499492*x795 + 962.2944098*sqr(x796) + 240.0788292*x796 + 
     1429.147693*sqr(x797) + 291.8865523*x797 + 1668.872871*sqr(x798) + 
     317.5161142*x798 + 1599.412414*sqr(x799) + 351.7030168*x799 + 1294.939792*
     sqr(x800) + 239.3371434*x800 + 1588.908064*sqr(x801) + 396.8175544*x801 + 
     106.4913797*sqr(x1202) + 14*x1202*x1203 + 10*x1202*x1204 + 20*x1202*x1205
      + 18*x1202*x1206 + 16*x1202*x1207 + 16*x1202*x1208 + 16*x1202*x1209 + 6*
     x1202*x1210 + 6*x1202*x1211 + 6*x1202*x1212 + 8*x1202*x1213 + 8*x1202*
     x1214 + 12*x1202*x1215 + 6*x1202*x1216 + 4*x1202*x1217 + 12*x1202*x1218 + 
     6*x1202*x1219 + 14*x1202*x1220 + 12*x1202*x1221 + 18*x1202*x1222 + 20*
     x1202*x1223 + 12*x1202*x1224 + 12*x1202*x1225 + 2*x1202*x1226 + 20*x1202*
     x1227 + 6*x1202*x1228 + 2*x1202*x1229 + 2*x1202*x1230 + 18*x1202*x1231 + 
     20*x1202*x1232 + 4*x1202*x1233 + 18*x1202*x1234 + 20*x1202*x1235 + 4*x1202
     *x1236 + 16*x1202*x1237 + 14*x1202*x1238 + 14*x1202*x1239 + 4*x1202*x1240
      + 14*x1202*x1241 + 14*x1202*x1242 + 2*x1202*x1243 + 12*x1202*x1244 + 4*
     x1202*x1245 + 16*x1202*x1246 + 18*x1202*x1247 + 14*x1202*x1248 + 14*x1202*
     x1249 + 6*x1202*x1250 + 4*x1202*x1251 + 16*x1202*x1252 + 4*x1202*x1253 + 
     20*x1202*x1254 + 2*x1202*x1255 + 12*x1202*x1256 + 14*x1202*x1257 + 20*
     x1202*x1258 + 10*x1202*x1259 + 18*x1202*x1260 + 16*x1202*x1261 + 18*x1202*
     x1262 + 8*x1202*x1263 + 4*x1202*x1264 + 8*x1202*x1265 + 12*x1202*x1266 + 4
     *x1202*x1267 + 10*x1202*x1268 + 18*x1202*x1269 + 12*x1202*x1270 + 8*x1202*
     x1271 + 10*x1202*x1272 + 14*x1202*x1273 + 8*x1202*x1274 + 18*x1202*x1275
      + 2*x1202*x1276 + 20*x1202*x1277 + 2*x1202*x1278 + 18*x1202*x1279 + 18*
     x1202*x1280 + 10*x1202*x1281 + 18*x1202*x1282 + 16*x1202*x1283 + 20*x1202*
     x1284 + 20*x1202*x1285 + 20*x1202*x1286 + 14*x1202*x1287 + 8*x1202*x1288
      + 14*x1202*x1289 + 14*x1202*x1290 + 14*x1202*x1291 + 20*x1202*x1292 + 4*
     x1202*x1293 + 14*x1202*x1294 + 16*x1202*x1295 + 8*x1202*x1296 + 12*x1202*
     x1297 + 4*x1202*x1298 + 12*x1202*x1299 + 16*x1202*x1300 + 12*x1202*x1301
      + 2*x1202*x1302 + 14*x1202*x1303 + 14*x1202*x1304 + 12*x1202*x1305 + 6*
     x1202*x1306 + 12*x1202*x1307 + 10*x1202*x1308 + 18*x1202*x1309 + 12*x1202*
     x1310 + 14*x1202*x1311 + 20*x1202*x1312 + 20*x1202*x1313 + 4*x1202*x1314
      + 14*x1202*x1315 + 16*x1202*x1316 + 14*x1202*x1317 + 8*x1202*x1318 + 4*
     x1202*x1319 + 10*x1202*x1320 + 6*x1202*x1321 + 6*x1202*x1322 + 8*x1202*
     x1323 + 10*x1202*x1324 + 20*x1202*x1325 + 10*x1202*x1326 + 2*x1202*x1327
      + 16*x1202*x1328 + 6*x1202*x1329 + 10*x1202*x1330 + 10*x1202*x1331 + 20*
     x1202*x1332 + 16*x1202*x1333 + 18*x1202*x1334 + 2*x1202*x1335 + 4*x1202*
     x1336 + 18*x1202*x1337 + 2*x1202*x1338 + 14*x1202*x1339 + 2*x1202*x1340 + 
     6*x1202*x1341 + 6*x1202*x1342 + 18*x1202*x1343 + 4*x1202*x1344 + 14*x1202*
     x1345 + 12*x1202*x1346 + 16*x1202*x1347 + 2*x1202*x1348 + 12*x1202*x1349
      + 2*x1202*x1350 + 12*x1202*x1351 + 2*x1202*x1352 + 16*x1202*x1353 + 10*
     x1202*x1354 + 6*x1202*x1355 + 10*x1202*x1356 + 12*x1202*x1357 + 8*x1202*
     x1358 + 14*x1202*x1359 + 16*x1202*x1360 + 14*x1202*x1361 + 10*x1202*x1362
      + 8*x1202*x1363 + 8*x1202*x1364 + 16*x1202*x1365 + 6*x1202*x1366 + 20*
     x1202*x1367 + 12*x1202*x1368 + 2*x1202*x1369 + 6*x1202*x1370 + 16*x1202*
     x1371 + 18*x1202*x1372 + 10*x1202*x1373 + 18*x1202*x1374 + 10*x1202*x1375
      + 10*x1202*x1376 + 8*x1202*x1377 + 4*x1202*x1378 + 10*x1202*x1379 + 4*
     x1202*x1380 + 12*x1202*x1381 + 6*x1202*x1382 + 8*x1202*x1383 + 10*x1202*
     x1384 + 2*x1202*x1385 + 12*x1202*x1386 + 14*x1202*x1387 + 8*x1202*x1388 + 
     16*x1202*x1389 + 2*x1202*x1390 + 8*x1202*x1391 + 4*x1202*x1392 + 10*x1202*
     x1393 + 2*x1202*x1394 + 16*x1202*x1395 + 16*x1202*x1396 + 10*x1202*x1397
      + 2*x1202*x1398 + 2*x1202*x1399 + 20*x1202*x1400 + 12*x1202*x1401 + 6*
     x1202*x1402 + 10*x1202*x1403 + 16*x1202*x1404 + 2*x1202*x1405 + 2*x1202*
     x1406 + 12*x1202*x1407 + 18*x1202*x1408 + 20*x1202*x1409 + 6*x1202*x1410
      + 10*x1202*x1411 + 16*x1202*x1412 + 8*x1202*x1413 + 20*x1202*x1414 + 4*
     x1202*x1415 + 8*x1202*x1416 + 2*x1202*x1417 + 16*x1202*x1418 + 8*x1202*
     x1419 + 20*x1202*x1420 + 4*x1202*x1421 + 18*x1202*x1422 + 10*x1202*x1423
      + 10*x1202*x1424 + 2*x1202*x1425 + 6*x1202*x1426 + 6*x1202*x1427 + 14*
     x1202*x1428 + 2*x1202*x1429 + 18*x1202*x1430 + 2*x1202*x1431 + 18*x1202*
     x1432 + 10*x1202*x1433 + 4*x1202*x1434 + 8*x1202*x1435 + 6*x1202*x1436 + 
     10*x1202*x1437 + 6*x1202*x1438 + 20*x1202*x1439 + 10*x1202*x1440 + 2*x1202
     *x1441 + 2*x1202*x1442 + 2*x1202*x1443 + 20*x1202*x1444 + 2*x1202*x1445 + 
     14*x1202*x1446 + 16*x1202*x1447 + 2*x1202*x1448 + 4*x1202*x1449 + 18*x1202
     *x1450 + 2*x1202*x1451 + 16*x1202*x1452 + 18*x1202*x1453 + 4*x1202*x1454
      + 6*x1202*x1455 + 10*x1202*x1456 + 10*x1202*x1457 + 8*x1202*x1458 + 14*
     x1202*x1459 + 18*x1202*x1460 + 10*x1202*x1461 + 12*x1202*x1462 + 10*x1202*
     x1463 + 20*x1202*x1464 + 8*x1202*x1465 + 10*x1202*x1466 + 10*x1202*x1467
      + 6*x1202*x1468 + 6*x1202*x1469 + 14*x1202*x1470 + 4*x1202*x1471 + 8*
     x1202*x1472 + 14*x1202*x1473 + 6*x1202*x1474 + 16*x1202*x1475 + 10*x1202*
     x1476 + 12*x1202*x1477 + 2*x1202*x1478 + 12*x1202*x1479 + 2*x1202*x1480 + 
     18*x1202*x1481 + 14*x1202*x1482 + 10*x1202*x1483 + 6*x1202*x1484 + 8*x1202
     *x1485 + 20*x1202*x1486 + 12*x1202*x1487 + 10*x1202*x1488 + 2*x1202*x1489
      + 8*x1202*x1490 + 2*x1202*x1491 + 10*x1202*x1492 + 20*x1202*x1493 + 16*
     x1202*x1494 + 12*x1202*x1495 + 4*x1202*x1496 + 10*x1202*x1497 + 8*x1202*
     x1498 + 12*x1202*x1499 + 18*x1202*x1500 + 18*x1202*x1501 + 10*x1202*x1502
      + 12*x1202*x1503 + 6*x1202*x1504 + 20*x1202*x1505 + 10*x1202*x1506 + 4*
     x1202*x1507 + 8*x1202*x1508 + 20*x1202*x1509 + 12*x1202*x1510 + 14*x1202*
     x1511 + 16*x1202*x1512 + 8*x1202*x1513 + 10*x1202*x1514 + 12*x1202*x1515
      + 18*x1202*x1516 + 20*x1202*x1517 + 8*x1202*x1518 + 16*x1202*x1519 + 8*
     x1202*x1520 + 6*x1202*x1521 + 20*x1202*x1522 + 2*x1202*x1523 + 2*x1202*
     x1524 + 4*x1202*x1525 + 16*x1202*x1526 + 18*x1202*x1527 + 16*x1202*x1528
      + 18*x1202*x1529 + 8*x1202*x1530 + 10*x1202*x1531 + 12*x1202*x1532 + 18*
     x1202*x1533 + 18*x1202*x1534 + 8*x1202*x1535 + 8*x1202*x1536 + 8*x1202*
     x1537 + 2*x1202*x1538 + 16*x1202*x1539 + 20*x1202*x1540 + 2*x1202*x1541 + 
     6*x1202*x1542 + 14*x1202*x1543 + 12*x1202*x1544 + 8*x1202*x1545 + 12*x1202
     *x1546 + 12*x1202*x1547 + 18*x1202*x1548 + 12*x1202*x1549 + 8*x1202*x1550
      + 4*x1202*x1551 + 2*x1202*x1552 + 14*x1202*x1553 + 18*x1202*x1554 + 12*
     x1202*x1555 + 6*x1202*x1556 + 8*x1202*x1557 + 8*x1202*x1558 + 8*x1202*
     x1559 + 10*x1202*x1560 + 14*x1202*x1561 + 14*x1202*x1562 + 18*x1202*x1563
      + 8*x1202*x1564 + 4*x1202*x1565 + 12*x1202*x1566 + 12*x1202*x1567 + 18*
     x1202*x1568 + 10*x1202*x1569 + 8*x1202*x1570 + 20*x1202*x1571 + 12*x1202*
     x1572 + 6*x1202*x1573 + 20*x1202*x1574 + 14*x1202*x1575 + 14*x1202*x1576
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     x1383 + 10*x1212*x1384 + 16*x1212*x1385 + 12*x1212*x1386 + 20*x1212*x1387
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     14*x1232*x1380 + 2*x1232*x1381 + 12*x1232*x1382 + 10*x1232*x1383 + 2*x1232
     *x1384 + 4*x1232*x1385 + 18*x1232*x1386 + 16*x1232*x1387 + 4*x1232*x1388
      + 8*x1232*x1389 + 20*x1232*x1390 + 2*x1232*x1391 + 2*x1232*x1392 + 8*
     x1232*x1393 + 14*x1232*x1394 + 12*x1232*x1395 + 2*x1232*x1396 + 8*x1232*
     x1397 + 18*x1232*x1398 + 12*x1232*x1399 + 4*x1232*x1400 + 8*x1232*x1401 + 
     6*x1232*x1402 + 14*x1232*x1403 + 14*x1232*x1404 + 18*x1232*x1405 + 10*
     x1232*x1406 + 6*x1232*x1407 + 18*x1232*x1408 + 4*x1232*x1409 + 6*x1232*
     x1410 + 18*x1232*x1411 + 6*x1232*x1412 + 18*x1232*x1413 + 2*x1232*x1414 + 
     6*x1232*x1415 + 20*x1232*x1416 + 14*x1232*x1417 + 6*x1232*x1418 + 8*x1232*
     x1419 + 14*x1232*x1420 + 6*x1232*x1421 + 6*x1232*x1422 + 18*x1232*x1423 + 
     18*x1232*x1424 + 16*x1232*x1425 + 16*x1232*x1426 + 4*x1232*x1427 + 12*
     x1232*x1428 + 14*x1232*x1429 + 2*x1232*x1430 + 2*x1232*x1431 + 20*x1232*
     x1432 + 10*x1232*x1433 + 16*x1232*x1434 + 12*x1232*x1435 + 16*x1232*x1436
      + 14*x1232*x1437 + 14*x1232*x1438 + 2*x1232*x1439 + 18*x1232*x1440 + 2*
     x1232*x1441 + 12*x1232*x1442 + 4*x1232*x1443 + 10*x1232*x1444 + 2*x1232*
     x1445 + 14*x1232*x1446 + 2*x1232*x1447 + 14*x1232*x1448 + 4*x1232*x1449 + 
     16*x1232*x1450 + 2*x1232*x1451 + 16*x1232*x1452 + 10*x1232*x1453 + 10*
     x1232*x1454 + 18*x1232*x1455 + 4*x1232*x1456 + 2*x1232*x1457 + 6*x1232*
     x1458 + 16*x1232*x1459 + 4*x1232*x1460 + 2*x1232*x1461 + 12*x1232*x1462 + 
     18*x1232*x1463 + 16*x1232*x1464 + 4*x1232*x1465 + 8*x1232*x1466 + 14*x1232
     *x1467 + 16*x1232*x1468 + 14*x1232*x1469 + 4*x1232*x1470 + 16*x1232*x1471
      + 14*x1232*x1472 + 16*x1232*x1473 + 10*x1232*x1474 + 4*x1232*x1475 + 18*
     x1232*x1476 + 12*x1232*x1477 + 14*x1232*x1478 + 8*x1232*x1479 + 2*x1232*
     x1480 + 16*x1232*x1481 + 14*x1232*x1482 + 18*x1232*x1483 + 18*x1232*x1484
      + 2*x1232*x1485 + 6*x1232*x1486 + 4*x1232*x1487 + 6*x1232*x1488 + 18*
     x1232*x1489 + 6*x1232*x1490 + 20*x1232*x1491 + 18*x1232*x1492 + 4*x1232*
     x1493 + 16*x1232*x1494 + 18*x1232*x1495 + 14*x1232*x1496 + 16*x1232*x1497
      + 8*x1232*x1498 + 10*x1232*x1499 + 14*x1232*x1500 + 8*x1232*x1501 + 6*
     x1232*x1502 + 10*x1232*x1503 + 2*x1232*x1504 + 18*x1232*x1505 + 12*x1232*
     x1506 + 4*x1232*x1507 + 4*x1232*x1508 + 16*x1232*x1509 + 14*x1232*x1510 + 
     20*x1232*x1511 + 10*x1232*x1512 + 12*x1232*x1513 + 8*x1232*x1514 + 6*x1232
     *x1515 + 12*x1232*x1516 + 14*x1232*x1517 + 10*x1232*x1518 + 18*x1232*x1519
      + 10*x1232*x1520 + 14*x1232*x1521 + 16*x1232*x1522 + 14*x1232*x1523 + 8*
     x1232*x1524 + 4*x1232*x1525 + 6*x1232*x1526 + 8*x1232*x1527 + 18*x1232*
     x1528 + 12*x1232*x1529 + 10*x1232*x1530 + 12*x1232*x1531 + 20*x1232*x1532
      + 14*x1232*x1533 + 4*x1232*x1534 + 12*x1232*x1535 + 14*x1232*x1536 + 8*
     x1232*x1537 + 14*x1232*x1538 + 18*x1232*x1539 + 6*x1232*x1540 + 6*x1232*
     x1541 + 18*x1232*x1542 + 2*x1232*x1543 + 8*x1232*x1544 + 18*x1232*x1545 + 
     20*x1232*x1546 + 10*x1232*x1547 + 4*x1232*x1548 + 20*x1232*x1549 + 2*x1232
     *x1550 + 8*x1232*x1551 + 18*x1232*x1552 + 10*x1232*x1553 + 4*x1232*x1554
      + 10*x1232*x1555 + 2*x1232*x1556 + 20*x1232*x1557 + 2*x1232*x1558 + 20*
     x1232*x1559 + 12*x1232*x1560 + 4*x1232*x1561 + 12*x1232*x1562 + 6*x1232*
     x1563 + 4*x1232*x1564 + 4*x1232*x1565 + 2*x1232*x1566 + 20*x1232*x1567 + 2
     *x1232*x1568 + 14*x1232*x1569 + 2*x1232*x1570 + 12*x1232*x1571 + 8*x1232*
     x1572 + 20*x1232*x1573 + 4*x1232*x1574 + 6*x1232*x1575 + 6*x1232*x1576 + 
     14*x1232*x1577 + 10*x1232*x1578 + 8*x1232*x1579 + 16*x1232*x1580 + 20*
     x1232*x1581 + 6*x1232*x1582 + 2*x1232*x1583 + 16*x1232*x1584 + 6*x1232*
     x1585 + 2*x1232*x1586 + 18*x1232*x1587 + 16*x1232*x1588 + 8*x1232*x1589 + 
     10*x1232*x1590 + 18*x1232*x1591 + 4*x1232*x1592 + 8*x1232*x1593 + 6*x1232*
     x1594 + 20*x1232*x1595 + 10*x1232*x1596 + 4*x1232*x1597 + 8*x1232*x1598 + 
     6*x1232*x1599 + 2*x1232*x1600 + 16*x1232*x1601 + 120.1263031*sqr(x1233) + 
     18*x1233*x1234 + 10*x1233*x1235 + 16*x1233*x1236 + 4*x1233*x1237 + 16*
     x1233*x1238 + 16*x1233*x1239 + 8*x1233*x1240 + 20*x1233*x1241 + 16*x1233*
     x1242 + 10*x1233*x1243 + 2*x1233*x1244 + 20*x1233*x1245 + 18*x1233*x1246
      + 8*x1233*x1247 + 16*x1233*x1248 + 16*x1233*x1249 + 4*x1233*x1250 + 8*
     x1233*x1251 + 18*x1233*x1252 + 8*x1233*x1253 + 18*x1233*x1254 + 16*x1233*
     x1255 + 6*x1233*x1256 + 20*x1233*x1257 + 12*x1233*x1258 + 18*x1233*x1259
      + 12*x1233*x1260 + 4*x1233*x1261 + 16*x1233*x1262 + 16*x1233*x1263 + 10*
     x1233*x1264 + 20*x1233*x1265 + 6*x1233*x1266 + 16*x1233*x1267 + 10*x1233*
     x1268 + 10*x1233*x1269 + 16*x1233*x1270 + 16*x1233*x1271 + 18*x1233*x1272
      + 2*x1233*x1273 + 10*x1233*x1274 + 16*x1233*x1275 + 14*x1233*x1276 + 2*
     x1233*x1277 + 10*x1233*x1278 + 10*x1233*x1279 + 12*x1233*x1280 + 4*x1233*
     x1281 + 10*x1233*x1282 + 14*x1233*x1283 + 18*x1233*x1284 + 10*x1233*x1285
      + 6*x1233*x1286 + 20*x1233*x1287 + 12*x1233*x1288 + 14*x1233*x1289 + 18*
     x1233*x1290 + 20*x1233*x1291 + 14*x1233*x1292 + 14*x1233*x1293 + 8*x1233*
     x1294 + 8*x1233*x1295 + 16*x1233*x1296 + 6*x1233*x1297 + 14*x1233*x1298 + 
     10*x1233*x1299 + 10*x1233*x1300 + 20*x1233*x1301 + 8*x1233*x1302 + 2*x1233
     *x1303 + 18*x1233*x1304 + 10*x1233*x1305 + 6*x1233*x1306 + 16*x1233*x1307
      + 14*x1233*x1308 + 10*x1233*x1309 + 10*x1233*x1310 + 12*x1233*x1311 + 20*
     x1233*x1312 + 10*x1233*x1313 + 6*x1233*x1314 + 2*x1233*x1315 + 16*x1233*
     x1316 + 10*x1233*x1317 + 18*x1233*x1318 + 8*x1233*x1319 + 10*x1233*x1320
      + 4*x1233*x1321 + 12*x1233*x1322 + 4*x1233*x1323 + 2*x1233*x1324 + 6*
     x1233*x1325 + 2*x1233*x1326 + 16*x1233*x1327 + 8*x1233*x1328 + 20*x1233*
     x1329 + 4*x1233*x1330 + 8*x1233*x1331 + 10*x1233*x1332 + 10*x1233*x1333 + 
     2*x1233*x1334 + 6*x1233*x1335 + 6*x1233*x1336 + 20*x1233*x1337 + 16*x1233*
     x1338 + 8*x1233*x1339 + 2*x1233*x1340 + 18*x1233*x1341 + 2*x1233*x1342 + 
     20*x1233*x1343 + 14*x1233*x1344 + 8*x1233*x1345 + 4*x1233*x1346 + 6*x1233*
     x1347 + 10*x1233*x1348 + 8*x1233*x1349 + 4*x1233*x1350 + 16*x1233*x1351 + 
     4*x1233*x1352 + 16*x1233*x1353 + 4*x1233*x1354 + 10*x1233*x1355 + 12*x1233
     *x1356 + 16*x1233*x1357 + 12*x1233*x1358 + 6*x1233*x1359 + 6*x1233*x1360
      + 20*x1233*x1361 + 18*x1233*x1362 + 16*x1233*x1363 + 14*x1233*x1364 + 6*
     x1233*x1365 + 6*x1233*x1366 + 16*x1233*x1367 + 16*x1233*x1368 + 20*x1233*
     x1369 + 4*x1233*x1370 + 12*x1233*x1371 + 18*x1233*x1372 + 6*x1233*x1373 + 
     18*x1233*x1374 + 14*x1233*x1375 + 8*x1233*x1376 + 12*x1233*x1377 + 16*
     x1233*x1378 + 8*x1233*x1379 + 20*x1233*x1380 + 4*x1233*x1381 + 18*x1233*
     x1382 + 14*x1233*x1383 + 2*x1233*x1384 + 4*x1233*x1385 + 20*x1233*x1386 + 
     4*x1233*x1387 + 12*x1233*x1388 + 10*x1233*x1389 + 6*x1233*x1390 + 12*x1233
     *x1391 + 4*x1233*x1392 + 10*x1233*x1393 + 20*x1233*x1394 + 18*x1233*x1395
      + 8*x1233*x1396 + 20*x1233*x1397 + 4*x1233*x1398 + 10*x1233*x1399 + 10*
     x1233*x1400 + 16*x1233*x1401 + 8*x1233*x1402 + 10*x1233*x1403 + 8*x1233*
     x1404 + 18*x1233*x1405 + 6*x1233*x1406 + 18*x1233*x1407 + 20*x1233*x1408
      + 2*x1233*x1409 + 8*x1233*x1410 + 2*x1233*x1411 + 6*x1233*x1412 + 6*x1233
     *x1413 + 4*x1233*x1414 + 2*x1233*x1415 + 18*x1233*x1416 + 14*x1233*x1417
      + 4*x1233*x1418 + 10*x1233*x1419 + 6*x1233*x1420 + 20*x1233*x1421 + 12*
     x1233*x1422 + 16*x1233*x1423 + 14*x1233*x1424 + 10*x1233*x1425 + 14*x1233*
     x1426 + 20*x1233*x1427 + 18*x1233*x1428 + 18*x1233*x1429 + 18*x1233*x1430
      + 14*x1233*x1431 + 2*x1233*x1432 + 18*x1233*x1433 + 4*x1233*x1434 + 4*
     x1233*x1435 + 6*x1233*x1436 + 10*x1233*x1437 + 14*x1233*x1438 + 10*x1233*
     x1439 + 10*x1233*x1440 + 10*x1233*x1441 + 18*x1233*x1442 + 12*x1233*x1443
      + 20*x1233*x1444 + 2*x1233*x1445 + 16*x1233*x1446 + 8*x1233*x1447 + 20*
     x1233*x1448 + 12*x1233*x1449 + 14*x1233*x1450 + 12*x1233*x1451 + 20*x1233*
     x1452 + 4*x1233*x1453 + 12*x1233*x1454 + 8*x1233*x1455 + 6*x1233*x1456 + 8
     *x1233*x1457 + 10*x1233*x1458 + 4*x1233*x1459 + 10*x1233*x1460 + 20*x1233*
     x1461 + 16*x1233*x1462 + 16*x1233*x1463 + 12*x1233*x1464 + 12*x1233*x1465
      + 6*x1233*x1466 + 12*x1233*x1467 + 4*x1233*x1468 + 20*x1233*x1469 + 16*
     x1233*x1470 + 12*x1233*x1471 + 10*x1233*x1472 + 8*x1233*x1473 + 12*x1233*
     x1474 + 20*x1233*x1475 + 14*x1233*x1476 + 16*x1233*x1477 + 4*x1233*x1478
      + 10*x1233*x1479 + 2*x1233*x1480 + 14*x1233*x1481 + 16*x1233*x1482 + 8*
     x1233*x1483 + 10*x1233*x1484 + 2*x1233*x1485 + 16*x1233*x1486 + 20*x1233*
     x1487 + 14*x1233*x1488 + 4*x1233*x1489 + 10*x1233*x1490 + 16*x1233*x1491
      + 2*x1233*x1492 + 16*x1233*x1493 + 8*x1233*x1494 + 16*x1233*x1495 + 20*
     x1233*x1496 + 6*x1233*x1497 + 8*x1233*x1498 + 20*x1233*x1499 + 2*x1233*
     x1500 + 16*x1233*x1501 + 12*x1233*x1502 + 16*x1233*x1503 + 18*x1233*x1504
      + 2*x1233*x1505 + 8*x1233*x1506 + 12*x1233*x1507 + 10*x1233*x1508 + 14*
     x1233*x1509 + 12*x1233*x1510 + 14*x1233*x1511 + 12*x1233*x1512 + 12*x1233*
     x1513 + 2*x1233*x1514 + 6*x1233*x1515 + 6*x1233*x1516 + 2*x1233*x1517 + 6*
     x1233*x1518 + 4*x1233*x1519 + 8*x1233*x1520 + 4*x1233*x1521 + 20*x1233*
     x1522 + 4*x1233*x1523 + 16*x1233*x1524 + 8*x1233*x1525 + 2*x1233*x1526 + 8
     *x1233*x1527 + 4*x1233*x1528 + 8*x1233*x1529 + 20*x1233*x1530 + 18*x1233*
     x1531 + 4*x1233*x1532 + 12*x1233*x1533 + 2*x1233*x1534 + 6*x1233*x1535 + 
     16*x1233*x1536 + 8*x1233*x1537 + 12*x1233*x1538 + 14*x1233*x1539 + 10*
     x1233*x1540 + 2*x1233*x1541 + 12*x1233*x1542 + 4*x1233*x1543 + 20*x1233*
     x1544 + 20*x1233*x1545 + 12*x1233*x1546 + 10*x1233*x1547 + 10*x1233*x1548
      + 6*x1233*x1549 + 20*x1233*x1550 + 18*x1233*x1551 + 8*x1233*x1552 + 14*
     x1233*x1553 + 20*x1233*x1554 + 20*x1233*x1555 + 12*x1233*x1556 + 20*x1233*
     x1557 + 6*x1233*x1558 + 18*x1233*x1559 + 10*x1233*x1560 + 4*x1233*x1561 + 
     12*x1233*x1562 + 16*x1233*x1563 + 20*x1233*x1564 + 12*x1233*x1565 + 14*
     x1233*x1566 + 14*x1233*x1567 + 14*x1233*x1568 + 2*x1233*x1569 + 12*x1233*
     x1570 + 14*x1233*x1571 + 6*x1233*x1572 + 12*x1233*x1573 + 20*x1233*x1574
      + 6*x1233*x1575 + 8*x1233*x1576 + 12*x1233*x1577 + 4*x1233*x1578 + 18*
     x1233*x1579 + 14*x1233*x1580 + 2*x1233*x1581 + 8*x1233*x1582 + 2*x1233*
     x1583 + 18*x1233*x1584 + 18*x1233*x1585 + 2*x1233*x1586 + 20*x1233*x1587
      + 14*x1233*x1588 + 6*x1233*x1589 + 4*x1233*x1590 + 20*x1233*x1591 + 18*
     x1233*x1592 + 4*x1233*x1593 + 4*x1233*x1594 + 16*x1233*x1595 + 2*x1233*
     x1596 + 12*x1233*x1597 + 16*x1233*x1598 + 16*x1233*x1599 + 6*x1233*x1600
      + 2*x1233*x1601 + 114.6381471*sqr(x1234) + 20*x1234*x1235 + 6*x1234*x1236
      + 20*x1234*x1237 + 20*x1234*x1238 + 20*x1234*x1239 + 20*x1234*x1240 + 20*
     x1234*x1241 + 6*x1234*x1242 + 18*x1234*x1243 + 2*x1234*x1244 + 16*x1234*
     x1245 + 14*x1234*x1246 + 4*x1234*x1247 + 8*x1234*x1248 + 4*x1234*x1249 + 
     18*x1234*x1250 + 4*x1234*x1251 + 8*x1234*x1252 + 6*x1234*x1253 + 6*x1234*
     x1254 + 8*x1234*x1255 + 14*x1234*x1256 + 14*x1234*x1257 + 10*x1234*x1258
      + 16*x1234*x1259 + 14*x1234*x1260 + 6*x1234*x1261 + 12*x1234*x1262 + 16*
     x1234*x1263 + 12*x1234*x1264 + 4*x1234*x1265 + 20*x1234*x1266 + 6*x1234*
     x1267 + 18*x1234*x1268 + 14*x1234*x1269 + 12*x1234*x1270 + 2*x1234*x1271
      + 10*x1234*x1272 + 14*x1234*x1273 + 12*x1234*x1274 + 8*x1234*x1275 + 12*
     x1234*x1276 + 12*x1234*x1277 + 18*x1234*x1278 + 12*x1234*x1279 + 10*x1234*
     x1280 + 8*x1234*x1281 + 10*x1234*x1282 + 12*x1234*x1283 + 10*x1234*x1284
      + 10*x1234*x1285 + 4*x1234*x1286 + 2*x1234*x1287 + 2*x1234*x1288 + 8*
     x1234*x1289 + 4*x1234*x1290 + 16*x1234*x1291 + 18*x1234*x1292 + 12*x1234*
     x1293 + 8*x1234*x1294 + 18*x1234*x1295 + 20*x1234*x1296 + 12*x1234*x1297
      + 2*x1234*x1298 + 6*x1234*x1299 + 4*x1234*x1300 + 2*x1234*x1301 + 2*x1234
     *x1302 + 2*x1234*x1303 + 16*x1234*x1304 + 12*x1234*x1305 + 20*x1234*x1306
      + 4*x1234*x1307 + 4*x1234*x1308 + 10*x1234*x1309 + 12*x1234*x1310 + 18*
     x1234*x1311 + 8*x1234*x1312 + 14*x1234*x1313 + 6*x1234*x1314 + 16*x1234*
     x1315 + 16*x1234*x1316 + 18*x1234*x1317 + 16*x1234*x1318 + 14*x1234*x1319
      + 4*x1234*x1320 + 6*x1234*x1321 + 2*x1234*x1322 + 12*x1234*x1323 + 2*
     x1234*x1324 + 16*x1234*x1325 + 12*x1234*x1326 + 8*x1234*x1327 + 6*x1234*
     x1328 + 2*x1234*x1329 + 18*x1234*x1330 + 16*x1234*x1331 + 12*x1234*x1332
      + 4*x1234*x1333 + 14*x1234*x1334 + 20*x1234*x1335 + 2*x1234*x1336 + 2*
     x1234*x1337 + 2*x1234*x1338 + 12*x1234*x1339 + 6*x1234*x1340 + 6*x1234*
     x1341 + 2*x1234*x1342 + 12*x1234*x1343 + 2*x1234*x1344 + 2*x1234*x1345 + 
     12*x1234*x1346 + 2*x1234*x1347 + 20*x1234*x1348 + 4*x1234*x1349 + 16*x1234
     *x1350 + 20*x1234*x1351 + 4*x1234*x1352 + 20*x1234*x1353 + 2*x1234*x1354
      + 8*x1234*x1355 + 14*x1234*x1356 + 16*x1234*x1357 + 10*x1234*x1358 + 4*
     x1234*x1359 + 20*x1234*x1360 + 4*x1234*x1361 + 14*x1234*x1362 + 6*x1234*
     x1363 + 8*x1234*x1364 + 18*x1234*x1365 + 2*x1234*x1366 + 14*x1234*x1367 + 
     20*x1234*x1368 + 6*x1234*x1369 + 8*x1234*x1370 + 16*x1234*x1371 + 4*x1234*
     x1372 + 20*x1234*x1373 + 12*x1234*x1374 + 16*x1234*x1375 + 12*x1234*x1376
      + 2*x1234*x1377 + 2*x1234*x1378 + 20*x1234*x1379 + 10*x1234*x1380 + 16*
     x1234*x1381 + 4*x1234*x1382 + 12*x1234*x1383 + 18*x1234*x1384 + 4*x1234*
     x1385 + 10*x1234*x1386 + 6*x1234*x1387 + 6*x1234*x1388 + 2*x1234*x1389 + 
     14*x1234*x1390 + 10*x1234*x1391 + 14*x1234*x1392 + 20*x1234*x1393 + 4*
     x1234*x1394 + 4*x1234*x1395 + 10*x1234*x1396 + 4*x1234*x1397 + 10*x1234*
     x1398 + 12*x1234*x1399 + 4*x1234*x1400 + 12*x1234*x1401 + 14*x1234*x1402
      + 20*x1234*x1403 + 16*x1234*x1404 + 4*x1234*x1405 + 10*x1234*x1406 + 6*
     x1234*x1407 + 2*x1234*x1408 + 8*x1234*x1409 + 16*x1234*x1410 + 12*x1234*
     x1411 + 4*x1234*x1412 + 10*x1234*x1413 + 8*x1234*x1414 + 18*x1234*x1415 + 
     6*x1234*x1416 + 6*x1234*x1417 + 4*x1234*x1418 + 18*x1234*x1419 + 2*x1234*
     x1420 + 14*x1234*x1421 + 4*x1234*x1422 + 18*x1234*x1423 + 8*x1234*x1424 + 
     6*x1234*x1425 + 16*x1234*x1426 + 4*x1234*x1427 + 4*x1234*x1428 + 6*x1234*
     x1429 + 6*x1234*x1430 + 8*x1234*x1431 + 20*x1234*x1432 + 14*x1234*x1433 + 
     14*x1234*x1434 + 4*x1234*x1435 + 16*x1234*x1436 + 2*x1234*x1437 + 18*x1234
     *x1438 + 10*x1234*x1439 + 4*x1234*x1440 + 6*x1234*x1441 + 4*x1234*x1442 + 
     14*x1234*x1443 + 18*x1234*x1444 + 18*x1234*x1445 + 4*x1234*x1446 + 12*
     x1234*x1447 + 16*x1234*x1448 + 14*x1234*x1449 + 10*x1234*x1450 + 16*x1234*
     x1451 + 20*x1234*x1452 + 16*x1234*x1453 + 8*x1234*x1454 + 8*x1234*x1455 + 
     2*x1234*x1456 + 8*x1234*x1457 + 12*x1234*x1458 + 16*x1234*x1459 + 18*x1234
     *x1460 + 8*x1234*x1461 + 10*x1234*x1462 + 18*x1234*x1463 + 18*x1234*x1464
      + 12*x1234*x1465 + 12*x1234*x1466 + 6*x1234*x1467 + 18*x1234*x1468 + 20*
     x1234*x1469 + 10*x1234*x1470 + 14*x1234*x1471 + 8*x1234*x1472 + 6*x1234*
     x1473 + 6*x1234*x1474 + 10*x1234*x1475 + 6*x1234*x1476 + 20*x1234*x1477 + 
     18*x1234*x1478 + 2*x1234*x1479 + 8*x1234*x1480 + 8*x1234*x1481 + 12*x1234*
     x1482 + 18*x1234*x1483 + 20*x1234*x1484 + 12*x1234*x1485 + 2*x1234*x1486
      + 16*x1234*x1487 + 4*x1234*x1488 + 4*x1234*x1489 + 12*x1234*x1490 + 20*
     x1234*x1491 + 16*x1234*x1492 + 2*x1234*x1493 + 6*x1234*x1494 + 8*x1234*
     x1495 + 4*x1234*x1496 + 20*x1234*x1497 + 16*x1234*x1498 + 10*x1234*x1499
      + 12*x1234*x1500 + 14*x1234*x1501 + 2*x1234*x1502 + 4*x1234*x1503 + 18*
     x1234*x1504 + 8*x1234*x1505 + 16*x1234*x1506 + 16*x1234*x1507 + 14*x1234*
     x1508 + 10*x1234*x1509 + 16*x1234*x1510 + 8*x1234*x1511 + 16*x1234*x1512
      + 12*x1234*x1513 + 14*x1234*x1514 + 6*x1234*x1515 + 12*x1234*x1516 + 18*
     x1234*x1517 + 4*x1234*x1518 + 14*x1234*x1519 + 20*x1234*x1520 + 16*x1234*
     x1521 + 12*x1234*x1522 + 16*x1234*x1523 + 10*x1234*x1524 + 8*x1234*x1525
      + 16*x1234*x1526 + 10*x1234*x1527 + 10*x1234*x1528 + 20*x1234*x1529 + 14*
     x1234*x1530 + 18*x1234*x1531 + 12*x1234*x1532 + 12*x1234*x1533 + 4*x1234*
     x1534 + 2*x1234*x1535 + 10*x1234*x1536 + 6*x1234*x1537 + 2*x1234*x1538 + 
     16*x1234*x1539 + 16*x1234*x1540 + 12*x1234*x1541 + 16*x1234*x1542 + 18*
     x1234*x1543 + 18*x1234*x1544 + 20*x1234*x1545 + 6*x1234*x1546 + 14*x1234*
     x1547 + 16*x1234*x1548 + 2*x1234*x1549 + 8*x1234*x1550 + 20*x1234*x1551 + 
     12*x1234*x1552 + 18*x1234*x1553 + 10*x1234*x1554 + 14*x1234*x1555 + 10*
     x1234*x1556 + 4*x1234*x1557 + 4*x1234*x1558 + 2*x1234*x1559 + 4*x1234*
     x1560 + 16*x1234*x1561 + 8*x1234*x1562 + 10*x1234*x1563 + 14*x1234*x1564
      + 12*x1234*x1565 + 6*x1234*x1566 + 18*x1234*x1567 + 18*x1234*x1568 + 20*
     x1234*x1569 + 18*x1234*x1570 + 2*x1234*x1571 + 4*x1234*x1572 + 2*x1234*
     x1573 + 16*x1234*x1574 + 8*x1234*x1575 + 14*x1234*x1576 + 14*x1234*x1577
      + 18*x1234*x1578 + 8*x1234*x1579 + 16*x1234*x1580 + 2*x1234*x1581 + 6*
     x1234*x1582 + 10*x1234*x1583 + 4*x1234*x1584 + 4*x1234*x1585 + 8*x1234*
     x1586 + 6*x1234*x1587 + 4*x1234*x1588 + 16*x1234*x1589 + 10*x1234*x1590 + 
     18*x1234*x1591 + 10*x1234*x1592 + 16*x1234*x1593 + 16*x1234*x1594 + 4*
     x1234*x1595 + 16*x1234*x1596 + 20*x1234*x1597 + 12*x1234*x1598 + 20*x1234*
     x1599 + 2*x1234*x1600 + 4*x1234*x1601 + 99.75713737*sqr(x1235) + 4*x1235*
     x1236 + 2*x1235*x1237 + 14*x1235*x1238 + 8*x1235*x1239 + 2*x1235*x1240 + 6
     *x1235*x1241 + 18*x1235*x1242 + 6*x1235*x1243 + 2*x1235*x1244 + 20*x1235*
     x1245 + 20*x1235*x1246 + 12*x1235*x1247 + 4*x1235*x1248 + 4*x1235*x1249 + 
     10*x1235*x1250 + 10*x1235*x1251 + 6*x1235*x1252 + 4*x1235*x1253 + 4*x1235*
     x1254 + 8*x1235*x1255 + 18*x1235*x1256 + 12*x1235*x1257 + 6*x1235*x1258 + 
     16*x1235*x1259 + 6*x1235*x1260 + 16*x1235*x1261 + 14*x1235*x1262 + 16*
     x1235*x1263 + 20*x1235*x1264 + 14*x1235*x1265 + 2*x1235*x1266 + 18*x1235*
     x1267 + 2*x1235*x1268 + 20*x1235*x1269 + 4*x1235*x1270 + 16*x1235*x1271 + 
     6*x1235*x1272 + 20*x1235*x1273 + 20*x1235*x1274 + 12*x1235*x1275 + 12*
     x1235*x1276 + 4*x1235*x1277 + 14*x1235*x1278 + 12*x1235*x1279 + 10*x1235*
     x1280 + 6*x1235*x1281 + 2*x1235*x1282 + 6*x1235*x1283 + 10*x1235*x1284 + 6
     *x1235*x1285 + 16*x1235*x1286 + 12*x1235*x1287 + 6*x1235*x1288 + 18*x1235*
     x1289 + 8*x1235*x1290 + 20*x1235*x1291 + 2*x1235*x1292 + 10*x1235*x1293 + 
     8*x1235*x1294 + 4*x1235*x1295 + 12*x1235*x1296 + 16*x1235*x1297 + 8*x1235*
     x1298 + 18*x1235*x1299 + 2*x1235*x1300 + 14*x1235*x1301 + 2*x1235*x1302 + 
     18*x1235*x1303 + 2*x1235*x1304 + 6*x1235*x1305 + 16*x1235*x1306 + 2*x1235*
     x1307 + 8*x1235*x1308 + 12*x1235*x1309 + 20*x1235*x1310 + 12*x1235*x1311
      + 14*x1235*x1312 + 6*x1235*x1313 + 8*x1235*x1314 + 16*x1235*x1315 + 12*
     x1235*x1316 + 20*x1235*x1317 + 2*x1235*x1318 + 12*x1235*x1319 + 16*x1235*
     x1320 + 20*x1235*x1321 + 6*x1235*x1322 + 10*x1235*x1323 + 10*x1235*x1324
      + 14*x1235*x1325 + 16*x1235*x1326 + 20*x1235*x1327 + 18*x1235*x1328 + 4*
     x1235*x1329 + 2*x1235*x1330 + 14*x1235*x1331 + 12*x1235*x1332 + 10*x1235*
     x1333 + 2*x1235*x1334 + 6*x1235*x1335 + 18*x1235*x1336 + 4*x1235*x1337 + 4
     *x1235*x1338 + 2*x1235*x1339 + 10*x1235*x1340 + 10*x1235*x1341 + 16*x1235*
     x1342 + 8*x1235*x1343 + 12*x1235*x1344 + 2*x1235*x1345 + 18*x1235*x1346 + 
     6*x1235*x1347 + 6*x1235*x1348 + 14*x1235*x1349 + 20*x1235*x1350 + 2*x1235*
     x1351 + 20*x1235*x1352 + 16*x1235*x1353 + 12*x1235*x1354 + 10*x1235*x1355
      + 12*x1235*x1356 + 16*x1235*x1357 + 12*x1235*x1358 + 2*x1235*x1359 + 8*
     x1235*x1360 + 14*x1235*x1361 + 20*x1235*x1362 + 10*x1235*x1363 + 10*x1235*
     x1364 + 14*x1235*x1365 + 6*x1235*x1366 + 16*x1235*x1367 + 4*x1235*x1368 + 
     16*x1235*x1369 + 12*x1235*x1370 + 8*x1235*x1371 + 14*x1235*x1372 + 14*
     x1235*x1373 + 6*x1235*x1374 + 20*x1235*x1375 + 14*x1235*x1376 + 10*x1235*
     x1377 + 18*x1235*x1378 + 14*x1235*x1379 + 20*x1235*x1380 + 16*x1235*x1381
      + 10*x1235*x1382 + 20*x1235*x1383 + 14*x1235*x1384 + 4*x1235*x1385 + 4*
     x1235*x1386 + 14*x1235*x1387 + 6*x1235*x1388 + 4*x1235*x1389 + 20*x1235*
     x1390 + 14*x1235*x1391 + 8*x1235*x1392 + 8*x1235*x1393 + 10*x1235*x1394 + 
     18*x1235*x1395 + 8*x1235*x1396 + 18*x1235*x1397 + 8*x1235*x1398 + 10*x1235
     *x1399 + 2*x1235*x1400 + 16*x1235*x1401 + 18*x1235*x1402 + 6*x1235*x1403
      + 20*x1235*x1404 + 18*x1235*x1405 + 14*x1235*x1406 + 16*x1235*x1407 + 12*
     x1235*x1408 + 16*x1235*x1409 + 14*x1235*x1410 + 10*x1235*x1411 + 18*x1235*
     x1412 + 12*x1235*x1413 + 20*x1235*x1414 + 6*x1235*x1415 + 20*x1235*x1416
      + 12*x1235*x1417 + 4*x1235*x1418 + 8*x1235*x1419 + 2*x1235*x1420 + 18*
     x1235*x1421 + 18*x1235*x1422 + 6*x1235*x1423 + 12*x1235*x1424 + 6*x1235*
     x1425 + 18*x1235*x1426 + 4*x1235*x1427 + 16*x1235*x1428 + 6*x1235*x1429 + 
     8*x1235*x1430 + 12*x1235*x1431 + 4*x1235*x1432 + 12*x1235*x1433 + 12*x1235
     *x1434 + 14*x1235*x1435 + 8*x1235*x1436 + 16*x1235*x1437 + 2*x1235*x1438
      + 18*x1235*x1439 + 4*x1235*x1440 + 8*x1235*x1441 + 14*x1235*x1442 + 10*
     x1235*x1443 + 6*x1235*x1444 + 4*x1235*x1445 + 6*x1235*x1446 + 16*x1235*
     x1447 + 14*x1235*x1448 + 16*x1235*x1449 + 2*x1235*x1450 + 14*x1235*x1451
      + 4*x1235*x1452 + 6*x1235*x1453 + 14*x1235*x1454 + 16*x1235*x1455 + 20*
     x1235*x1456 + 6*x1235*x1457 + 2*x1235*x1458 + 12*x1235*x1459 + 14*x1235*
     x1460 + 18*x1235*x1461 + 20*x1235*x1462 + 10*x1235*x1463 + 18*x1235*x1464
      + 10*x1235*x1465 + 2*x1235*x1466 + 8*x1235*x1467 + 10*x1235*x1468 + 2*
     x1235*x1469 + 12*x1235*x1470 + 16*x1235*x1471 + 4*x1235*x1472 + 2*x1235*
     x1473 + 2*x1235*x1474 + 2*x1235*x1475 + 16*x1235*x1476 + 14*x1235*x1477 + 
     8*x1235*x1478 + 8*x1235*x1479 + 8*x1235*x1480 + 6*x1235*x1481 + 2*x1235*
     x1482 + 14*x1235*x1483 + 12*x1235*x1484 + 12*x1235*x1485 + 10*x1235*x1486
      + 10*x1235*x1487 + 6*x1235*x1488 + 14*x1235*x1489 + 12*x1235*x1490 + 16*
     x1235*x1491 + 6*x1235*x1492 + 12*x1235*x1493 + 14*x1235*x1494 + 10*x1235*
     x1495 + 2*x1235*x1496 + 4*x1235*x1497 + 14*x1235*x1498 + 2*x1235*x1499 + 
     18*x1235*x1500 + 12*x1235*x1501 + 8*x1235*x1502 + 6*x1235*x1503 + 8*x1235*
     x1504 + 10*x1235*x1505 + 10*x1235*x1506 + 18*x1235*x1507 + 16*x1235*x1508
      + 10*x1235*x1509 + 8*x1235*x1510 + 10*x1235*x1511 + 12*x1235*x1512 + 16*
     x1235*x1513 + 4*x1235*x1514 + 10*x1235*x1515 + 4*x1235*x1516 + 18*x1235*
     x1517 + 18*x1235*x1518 + 2*x1235*x1519 + 2*x1235*x1520 + 4*x1235*x1521 + 
     20*x1235*x1522 + 20*x1235*x1523 + 2*x1235*x1524 + 8*x1235*x1525 + 16*x1235
     *x1526 + 18*x1235*x1527 + 2*x1235*x1528 + 8*x1235*x1529 + 10*x1235*x1530
      + 2*x1235*x1531 + 12*x1235*x1532 + 20*x1235*x1533 + 14*x1235*x1534 + 8*
     x1235*x1535 + 12*x1235*x1536 + 14*x1235*x1537 + 20*x1235*x1538 + 2*x1235*
     x1539 + 2*x1235*x1540 + 14*x1235*x1541 + 16*x1235*x1542 + 16*x1235*x1543
      + 16*x1235*x1544 + 20*x1235*x1545 + 2*x1235*x1546 + 12*x1235*x1547 + 8*
     x1235*x1548 + 10*x1235*x1549 + 8*x1235*x1550 + 16*x1235*x1551 + 6*x1235*
     x1552 + 20*x1235*x1553 + 12*x1235*x1554 + 14*x1235*x1555 + 14*x1235*x1556
      + 12*x1235*x1557 + 12*x1235*x1558 + 10*x1235*x1559 + 4*x1235*x1560 + 8*
     x1235*x1561 + 4*x1235*x1562 + 8*x1235*x1563 + 10*x1235*x1564 + 6*x1235*
     x1565 + 2*x1235*x1566 + 10*x1235*x1567 + 12*x1235*x1568 + 12*x1235*x1569
      + 18*x1235*x1570 + 4*x1235*x1571 + 4*x1235*x1572 + 8*x1235*x1573 + 12*
     x1235*x1574 + 8*x1235*x1575 + 2*x1235*x1576 + 12*x1235*x1577 + 16*x1235*
     x1578 + 16*x1235*x1579 + 10*x1235*x1580 + 4*x1235*x1581 + 16*x1235*x1582
      + 18*x1235*x1583 + 6*x1235*x1584 + 6*x1235*x1585 + 18*x1235*x1586 + 4*
     x1235*x1587 + 20*x1235*x1588 + 8*x1235*x1589 + 12*x1235*x1590 + 2*x1235*
     x1591 + 10*x1235*x1592 + 16*x1235*x1593 + 4*x1235*x1594 + 10*x1235*x1595
      + 8*x1235*x1596 + 2*x1235*x1597 + 12*x1235*x1598 + 16*x1235*x1599 + 16*
     x1235*x1600 + 8*x1235*x1601 + 95.84952811*sqr(x1236) + 6*x1236*x1237 + 6*
     x1236*x1238 + 2*x1236*x1239 + 16*x1236*x1240 + 4*x1236*x1241 + 20*x1236*
     x1242 + 18*x1236*x1243 + 10*x1236*x1244 + 20*x1236*x1245 + 10*x1236*x1246
      + 6*x1236*x1247 + 16*x1236*x1248 + 2*x1236*x1249 + 14*x1236*x1250 + 10*
     x1236*x1251 + 8*x1236*x1252 + 18*x1236*x1253 + 2*x1236*x1254 + 10*x1236*
     x1255 + 20*x1236*x1256 + 10*x1236*x1257 + 2*x1236*x1258 + 18*x1236*x1259
      + 18*x1236*x1260 + 4*x1236*x1261 + 12*x1236*x1262 + 16*x1236*x1263 + 8*
     x1236*x1264 + 2*x1236*x1265 + 2*x1236*x1266 + 18*x1236*x1267 + 4*x1236*
     x1268 + 16*x1236*x1269 + 16*x1236*x1270 + 20*x1236*x1271 + 2*x1236*x1272
      + 20*x1236*x1273 + 18*x1236*x1274 + 16*x1236*x1275 + 12*x1236*x1276 + 10*
     x1236*x1277 + 16*x1236*x1278 + 8*x1236*x1279 + 16*x1236*x1280 + 12*x1236*
     x1281 + 16*x1236*x1282 + 4*x1236*x1283 + 8*x1236*x1284 + 16*x1236*x1285 + 
     20*x1236*x1286 + 6*x1236*x1287 + 18*x1236*x1288 + 10*x1236*x1289 + 16*
     x1236*x1290 + 14*x1236*x1291 + 4*x1236*x1292 + 10*x1236*x1293 + 18*x1236*
     x1294 + 2*x1236*x1295 + 6*x1236*x1296 + 16*x1236*x1297 + 16*x1236*x1298 + 
     4*x1236*x1299 + 16*x1236*x1300 + 10*x1236*x1301 + 10*x1236*x1302 + 2*x1236
     *x1303 + 18*x1236*x1304 + 10*x1236*x1305 + 2*x1236*x1306 + 18*x1236*x1307
      + 12*x1236*x1308 + 12*x1236*x1309 + 18*x1236*x1310 + 20*x1236*x1311 + 12*
     x1236*x1312 + 6*x1236*x1313 + 14*x1236*x1314 + 6*x1236*x1315 + 8*x1236*
     x1316 + 4*x1236*x1317 + 6*x1236*x1318 + 12*x1236*x1319 + 18*x1236*x1320 + 
     10*x1236*x1321 + 4*x1236*x1322 + 4*x1236*x1323 + 4*x1236*x1324 + 6*x1236*
     x1325 + 6*x1236*x1326 + 18*x1236*x1327 + 16*x1236*x1328 + 6*x1236*x1329 + 
     10*x1236*x1330 + 20*x1236*x1331 + 8*x1236*x1332 + 4*x1236*x1333 + 4*x1236*
     x1334 + 18*x1236*x1335 + 18*x1236*x1336 + 8*x1236*x1337 + 4*x1236*x1338 + 
     2*x1236*x1339 + 2*x1236*x1340 + 8*x1236*x1341 + 10*x1236*x1342 + 2*x1236*
     x1343 + 10*x1236*x1344 + 2*x1236*x1345 + 2*x1236*x1346 + 18*x1236*x1347 + 
     18*x1236*x1348 + 18*x1236*x1349 + 8*x1236*x1350 + 2*x1236*x1351 + 12*x1236
     *x1352 + 2*x1236*x1353 + 12*x1236*x1354 + 8*x1236*x1355 + 20*x1236*x1356
      + 8*x1236*x1357 + 14*x1236*x1358 + 8*x1236*x1359 + 20*x1236*x1360 + 4*
     x1236*x1361 + 18*x1236*x1362 + 10*x1236*x1363 + 10*x1236*x1364 + 6*x1236*
     x1365 + 6*x1236*x1366 + 10*x1236*x1367 + 14*x1236*x1368 + 10*x1236*x1369
      + 8*x1236*x1370 + 6*x1236*x1371 + 8*x1236*x1372 + 8*x1236*x1373 + 10*
     x1236*x1374 + 12*x1236*x1375 + 16*x1236*x1376 + 10*x1236*x1377 + 20*x1236*
     x1378 + 16*x1236*x1379 + 6*x1236*x1380 + 12*x1236*x1381 + 10*x1236*x1382
      + 10*x1236*x1383 + 4*x1236*x1384 + 16*x1236*x1385 + 10*x1236*x1386 + 6*
     x1236*x1387 + 4*x1236*x1388 + 18*x1236*x1389 + 6*x1236*x1390 + 6*x1236*
     x1391 + 2*x1236*x1392 + 8*x1236*x1393 + 12*x1236*x1394 + 18*x1236*x1395 + 
     16*x1236*x1396 + 4*x1236*x1397 + 20*x1236*x1398 + 10*x1236*x1399 + 20*
     x1236*x1400 + 16*x1236*x1401 + 4*x1236*x1402 + 18*x1236*x1403 + 10*x1236*
     x1404 + 12*x1236*x1405 + 2*x1236*x1406 + 20*x1236*x1407 + 16*x1236*x1408
      + 16*x1236*x1409 + 4*x1236*x1410 + 10*x1236*x1411 + 12*x1236*x1412 + 4*
     x1236*x1413 + 8*x1236*x1414 + 4*x1236*x1415 + 2*x1236*x1416 + 14*x1236*
     x1417 + 20*x1236*x1418 + 4*x1236*x1419 + 2*x1236*x1420 + 12*x1236*x1421 + 
     4*x1236*x1422 + 16*x1236*x1423 + 20*x1236*x1424 + 2*x1236*x1425 + 12*x1236
     *x1426 + 14*x1236*x1427 + 4*x1236*x1428 + 14*x1236*x1429 + 2*x1236*x1430
      + 18*x1236*x1431 + 10*x1236*x1432 + 16*x1236*x1433 + 20*x1236*x1434 + 16*
     x1236*x1435 + 6*x1236*x1436 + 14*x1236*x1437 + 6*x1236*x1438 + 10*x1236*
     x1439 + 20*x1236*x1440 + 16*x1236*x1441 + 8*x1236*x1442 + 6*x1236*x1443 + 
     14*x1236*x1444 + 2*x1236*x1445 + 18*x1236*x1446 + 16*x1236*x1447 + 4*x1236
     *x1448 + 16*x1236*x1449 + 20*x1236*x1450 + 18*x1236*x1451 + 6*x1236*x1452
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     x1579 + 18*x1298*x1580 + 14*x1298*x1581 + 14*x1298*x1582 + 18*x1298*x1583
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     x1319 + 8*x1299*x1320 + 6*x1299*x1321 + 6*x1299*x1322 + 10*x1299*x1323 + 
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     x1328 + 14*x1299*x1329 + 20*x1299*x1330 + 8*x1299*x1331 + 2*x1299*x1332 + 
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     x1337 + 18*x1299*x1338 + 4*x1299*x1339 + 14*x1299*x1340 + 16*x1299*x1341
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     x1350 + 12*x1299*x1351 + 6*x1299*x1352 + 6*x1299*x1353 + 8*x1299*x1354 + 
     10*x1299*x1355 + 6*x1299*x1356 + 12*x1299*x1357 + 6*x1299*x1358 + 8*x1299*
     x1359 + 12*x1299*x1360 + 10*x1299*x1361 + 2*x1299*x1362 + 2*x1299*x1363 + 
     16*x1299*x1364 + 4*x1299*x1365 + 6*x1299*x1366 + 14*x1299*x1367 + 14*x1299
     *x1368 + 2*x1299*x1369 + 18*x1299*x1370 + 10*x1299*x1371 + 10*x1299*x1372
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     x1381 + 12*x1299*x1382 + 6*x1299*x1383 + 4*x1299*x1384 + 2*x1299*x1385 + 
     18*x1299*x1386 + 16*x1299*x1387 + 16*x1299*x1388 + 2*x1299*x1389 + 16*
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     x1394 + 12*x1299*x1395 + 2*x1299*x1396 + 16*x1299*x1397 + 8*x1299*x1398 + 
     12*x1299*x1399 + 10*x1299*x1400 + 12*x1299*x1401 + 2*x1299*x1402 + 2*x1299
     *x1403 + 6*x1299*x1404 + 12*x1299*x1405 + 6*x1299*x1406 + 16*x1299*x1407
      + 14*x1299*x1408 + 4*x1299*x1409 + 12*x1299*x1410 + 2*x1299*x1411 + 16*
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     x1416 + 2*x1299*x1417 + 10*x1299*x1418 + 6*x1299*x1419 + 18*x1299*x1420 + 
     6*x1299*x1421 + 12*x1299*x1422 + 18*x1299*x1423 + 4*x1299*x1424 + 20*x1299
     *x1425 + 10*x1299*x1426 + 6*x1299*x1427 + 4*x1299*x1428 + 20*x1299*x1429
      + 16*x1299*x1430 + 4*x1299*x1431 + 18*x1299*x1432 + 18*x1299*x1433 + 2*
     x1299*x1434 + 8*x1299*x1435 + 14*x1299*x1436 + 12*x1299*x1437 + 18*x1299*
     x1438 + 2*x1299*x1439 + 2*x1299*x1440 + 6*x1299*x1441 + 8*x1299*x1442 + 8*
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     x1447 + 2*x1299*x1448 + 6*x1299*x1449 + 14*x1299*x1450 + 10*x1299*x1451 + 
     18*x1299*x1452 + 20*x1299*x1453 + 12*x1299*x1454 + 18*x1299*x1455 + 10*
     x1299*x1456 + 4*x1299*x1457 + 12*x1299*x1458 + 8*x1299*x1459 + 6*x1299*
     x1460 + 4*x1299*x1461 + 14*x1299*x1462 + 2*x1299*x1463 + 6*x1299*x1464 + 4
     *x1299*x1465 + 8*x1299*x1466 + 16*x1299*x1467 + 16*x1299*x1468 + 20*x1299*
     x1469 + 2*x1299*x1470 + 12*x1299*x1471 + 10*x1299*x1472 + 12*x1299*x1473
      + 12*x1299*x1474 + 12*x1299*x1475 + 14*x1299*x1476 + 2*x1299*x1477 + 12*
     x1299*x1478 + 8*x1299*x1479 + 18*x1299*x1480 + 12*x1299*x1481 + 2*x1299*
     x1482 + 20*x1299*x1483 + 10*x1299*x1484 + 12*x1299*x1485 + 16*x1299*x1486
      + 18*x1299*x1487 + 16*x1299*x1488 + 14*x1299*x1489 + 16*x1299*x1490 + 14*
     x1299*x1491 + 10*x1299*x1492 + 12*x1299*x1493 + 8*x1299*x1494 + 12*x1299*
     x1495 + 8*x1299*x1496 + 8*x1299*x1497 + 4*x1299*x1498 + 4*x1299*x1499 + 4*
     x1299*x1500 + 2*x1299*x1501 + 14*x1299*x1502 + 18*x1299*x1503 + 18*x1299*
     x1504 + 2*x1299*x1505 + 2*x1299*x1506 + 2*x1299*x1507 + 2*x1299*x1508 + 14
     *x1299*x1509 + 2*x1299*x1510 + 18*x1299*x1511 + 14*x1299*x1512 + 8*x1299*
     x1513 + 16*x1299*x1514 + 10*x1299*x1515 + 6*x1299*x1516 + 16*x1299*x1517
      + 10*x1299*x1518 + 12*x1299*x1519 + 18*x1299*x1520 + 14*x1299*x1521 + 8*
     x1299*x1522 + 4*x1299*x1523 + 10*x1299*x1524 + 6*x1299*x1525 + 20*x1299*
     x1526 + 8*x1299*x1527 + 20*x1299*x1528 + 2*x1299*x1529 + 6*x1299*x1530 + 2
     *x1299*x1531 + 2*x1299*x1532 + 4*x1299*x1533 + 8*x1299*x1534 + 20*x1299*
     x1535 + 10*x1299*x1536 + 20*x1299*x1537 + 18*x1299*x1538 + 2*x1299*x1539
      + 16*x1299*x1540 + 10*x1299*x1541 + 16*x1299*x1542 + 2*x1299*x1543 + 14*
     x1299*x1544 + 2*x1299*x1545 + 2*x1299*x1546 + 2*x1299*x1547 + 6*x1299*
     x1548 + 6*x1299*x1549 + 14*x1299*x1550 + 12*x1299*x1551 + 10*x1299*x1552
      + 12*x1299*x1553 + 18*x1299*x1554 + 14*x1299*x1555 + 2*x1299*x1556 + 18*
     x1299*x1557 + 18*x1299*x1558 + 20*x1299*x1559 + 20*x1299*x1560 + 4*x1299*
     x1561 + 10*x1299*x1562 + 14*x1299*x1563 + 2*x1299*x1564 + 12*x1299*x1565
      + 4*x1299*x1566 + 12*x1299*x1567 + 14*x1299*x1568 + 2*x1299*x1569 + 6*
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     x1534 + 10*x1373*x1535 + 12*x1373*x1536 + 18*x1373*x1537 + 2*x1373*x1538
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     x1560 + 6*x1373*x1561 + 18*x1373*x1562 + 2*x1373*x1563 + 2*x1373*x1564 + 
     16*x1373*x1565 + 18*x1373*x1566 + 6*x1373*x1567 + 16*x1373*x1568 + 12*
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     x1373*x1582 + 2*x1373*x1583 + 2*x1373*x1584 + 6*x1373*x1585 + 12*x1373*
     x1586 + 2*x1373*x1587 + 4*x1373*x1588 + 4*x1373*x1589 + 2*x1373*x1590 + 18
     *x1373*x1591 + 2*x1373*x1592 + 10*x1373*x1593 + 18*x1373*x1594 + 18*x1373*
     x1595 + 2*x1373*x1596 + 20*x1373*x1597 + 12*x1373*x1598 + 18*x1373*x1599
      + 18*x1373*x1600 + 4*x1373*x1601 + 117.5235469*sqr(x1374) + 6*x1374*x1375
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     x1590 + 12*x1574*x1591 + 2*x1574*x1592 + 20*x1574*x1593 + 20*x1574*x1594
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      + 17.86559519*b341 + 14.3670545*b342 + 14.65623062*b343
      + 14.84423342*b344 + 12.48206215*b345 + 16.9181958*b346
      + 14.98192034*b347 + 14.85830101*b348 + 16.90602384*b349
      + 9.429185793*b350 + 10.5904332*b351 + 15.51792523*b352
      + 16.98389792*b353 + 10.31052669*b354 + 12.32494609*b355
      + 17.7642419*b356 + 11.90048813*b357 + 14.91642744*b358
      + 13.22655181*b359 + 10.88986579*b360 + 15.51946642*b361
      + 11.58957077*b362 + 21.33210813*b363 + 9.831854826*b364
      + 6.930787973*b365 + 18.17862701*b366 + 11.66163371*b367
      + 18.64373826*b368 + 13.60687761*b369 + 15.75688727*b370
      + 8.981964686*b371 + 11.47635342*b372 + 25.23984728*b373
      + 9.247328104*b374 + 19.46069662*b375 + 15.11289149*b376
      + 12.14675229*b377 + 17.70947885*b378 + 10.09236802*b379
      + 14.07318794*b380 + 8.749470346*b381 + 6.045504684*b382
      + 8.853215208*b383 + 24.02243576*b384 + 16.4835367*b385
      + 20.40140088*b386 + 10.94967041*b387 + 18.0230383*b388
      + 19.41365171*b389 + 15.59531023*b390 + 10.69704826*b391
      + 18.98539659*b392 + 12.88043239*b393 + 21.43882084*b394
      + 15.54977676*b395 + 14.97406709*b396 + 14.90359601*b397
      + 15.10248093*b398 + 19.33444603*b399 + 11.0588671*b400
      + 24.77553218*b401 + 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 + x850 + x851 + x852 + x853 + x854 + x855 + x856 + x857 + x858
      + x859 + x860 + x861 + x862 + x863 + x864 + x865 + x866 + x867 + x868
      + x869 + x870 + x871 + x872 + x873 + x874 + x875 + x876 + x877 + x878
      + x879 + x880 + x881 + x882 + x883 + x884 + x885 + x886 + x887 + x888
      + x889 + x890 + x891 + x892 + x893 + x894 + x895 + x896 + x897 + x898
      + x899 + x900 + x901 + x902 + x903 + x904 + x905 + x906 + x907 + x908
      + x909 + x910 + x911 + x912 + x913 + x914 + x915 + x916 + x917 + x918
      + x919 + x920 + x921 + x922 + x923 + x924 + x925 + x926 + x927 + x928
      + x929 + x930 + x931 + x932 + x933 + x934 + x935 + x936 + x937 + x938
      + x939 + x940 + x941 + x942 + x943 + x944 + x945 + x946 + x947 + x948
      + x949 + x950 + x951 + x952 + x953 + x954 + x955 + x956 + x957 + x958
      + x959 + x960 + x961 + x962 + x963 + x964 + x965 + x966 + x967 + x968
      + x969 + x970 + x971 + x972 + x973 + x974 + x975 + x976 + x977 + x978
      + x979 + x980 + x981 + x982 + x983 + x984 + x985 + x986 + x987 + x988
      + x989 + x990 + x991 + x992 + x993 + x994 + x995 + x996 + x997 + x998
      + x999 + x1000 + x1001 + x1002 + x1003 + x1004 + x1005 + x1006 + x1007
      + x1008 + x1009 + x1010 + x1011 + x1012 + x1013 + x1014 + x1015 + x1016
      + x1017 + x1018 + x1019 + x1020 + x1021 + x1022 + x1023 + x1024 + x1025
      + x1026 + x1027 + x1028 + x1029 + x1030 + x1031 + x1032 + x1033 + x1034
      + x1035 + x1036 + x1037 + x1038 + x1039 + x1040 + x1041 + x1042 + x1043
      + x1044 + x1045 + x1046 + x1047 + x1048 + x1049 + x1050 + x1051 + x1052
      + x1053 + x1054 + x1055 + x1056 + x1057 + x1058 + x1059 + x1060 + x1061
      + x1062 + x1063 + x1064 + x1065 + x1066 + x1067 + x1068 + x1069 + x1070
      + x1071 + x1072 + x1073 + x1074 + x1075 + x1076 + x1077 + x1078 + x1079
      + x1080 + x1081 + x1082 + x1083 + x1084 + x1085 + x1086 + x1087 + x1088
      + x1089 + x1090 + x1091 + x1092 + x1093 + x1094 + x1095 + x1096 + x1097
      + x1098 + x1099 + x1100 + x1101 + x1102 + x1103 + x1104 + x1105 + x1106
      + x1107 + x1108 + x1109 + x1110 + x1111 + x1112 + x1113 + x1114 + x1115
      + x1116 + x1117 + x1118 + x1119 + x1120 + x1121 + x1122 + x1123 + x1124
      + x1125 + x1126 + x1127 + x1128 + x1129 + x1130 + x1131 + x1132 + x1133
      + x1134 + x1135 + x1136 + x1137 + x1138 + x1139 + x1140 + x1141 + x1142
      + x1143 + x1144 + x1145 + x1146 + x1147 + x1148 + x1149 + x1150 + x1151
      + x1152 + x1153 + x1154 + x1155 + x1156 + x1157 + x1158 + x1159 + x1160
      + x1161 + x1162 + x1163 + x1164 + x1165 + x1166 + x1167 + x1168 + x1169
      + x1170 + x1171 + x1172 + x1173 + x1174 + x1175 + x1176 + x1177 + x1178
      + x1179 + x1180 + x1181 + x1182 + x1183 + x1184 + x1185 + x1186 + x1187
      + x1188 + x1189 + x1190 + x1191 + x1192 + x1193 + x1194 + x1195 + x1196
      + x1197 + x1198 + x1199 + x1200 + x1201 =E= 0;

e2..  - 0.377652*b2 + x1202 =L= 0;

e3..  - 0.407848*b3 + x1203 =L= 0;

e4..  - 0.42098*b4 + x1204 =L= 0;

e5..  - 0.390109*b5 + x1205 =L= 0;

e6..  - 0.404661*b6 + x1206 =L= 0;

e7..  - 0.401269*b7 + x1207 =L= 0;

e8..  - 0.381716*b8 + x1208 =L= 0;

e9..  - 0.397074*b9 + x1209 =L= 0;

e10..  - 0.405014*b10 + x1210 =L= 0;

e11..  - 0.396949*b11 + x1211 =L= 0;

e12..  - 0.406202*b12 + x1212 =L= 0;

e13..  - 0.410397*b13 + x1213 =L= 0;

e14..  - 0.406373*b14 + x1214 =L= 0;

e15..  - 0.400673*b15 + x1215 =L= 0;

e16..  - 0.391406*b16 + x1216 =L= 0;

e17..  - 0.38724*b17 + x1217 =L= 0;

e18..  - 0.38194*b18 + x1218 =L= 0;

e19..  - 0.388522*b19 + x1219 =L= 0;

e20..  - 0.384903*b20 + x1220 =L= 0;

e21..  - 0.405777*b21 + x1221 =L= 0;

e22..  - 0.394104*b22 + x1222 =L= 0;

e23..  - 0.42058*b23 + x1223 =L= 0;

e24..  - 0.404602*b24 + x1224 =L= 0;

e25..  - 0.387601*b25 + x1225 =L= 0;

e26..  - 0.410572*b26 + x1226 =L= 0;

e27..  - 0.404345*b27 + x1227 =L= 0;

e28..  - 0.41472*b28 + x1228 =L= 0;

e29..  - 0.380701*b29 + x1229 =L= 0;

e30..  - 0.389292*b30 + x1230 =L= 0;

e31..  - 0.382132*b31 + x1231 =L= 0;

e32..  - 0.380572*b32 + x1232 =L= 0;

e33..  - 0.391945*b33 + x1233 =L= 0;

e34..  - 0.41498*b34 + x1234 =L= 0;

e35..  - 0.376552*b35 + x1235 =L= 0;

e36..  - 0.407054*b36 + x1236 =L= 0;

e37..  - 0.394641*b37 + x1237 =L= 0;

e38..  - 0.402821*b38 + x1238 =L= 0;

e39..  - 0.41377*b39 + x1239 =L= 0;

e40..  - 0.416716*b40 + x1240 =L= 0;

e41..  - 0.382835*b41 + x1241 =L= 0;

e42..  - 0.385718*b42 + x1242 =L= 0;

e43..  - 0.397918*b43 + x1243 =L= 0;

e44..  - 0.418232*b44 + x1244 =L= 0;

e45..  - 0.417091*b45 + x1245 =L= 0;

e46..  - 0.423591*b46 + x1246 =L= 0;

e47..  - 0.384638*b47 + x1247 =L= 0;

e48..  - 0.379331*b48 + x1248 =L= 0;

e49..  - 0.380531*b49 + x1249 =L= 0;

e50..  - 0.39816*b50 + x1250 =L= 0;

e51..  - 0.389234*b51 + x1251 =L= 0;

e52..  - 0.411309*b52 + x1252 =L= 0;

e53..  - 0.417264*b53 + x1253 =L= 0;

e54..  - 0.384813*b54 + x1254 =L= 0;

e55..  - 0.39091*b55 + x1255 =L= 0;

e56..  - 0.379865*b56 + x1256 =L= 0;

e57..  - 0.420385*b57 + x1257 =L= 0;

e58..  - 0.420255*b58 + x1258 =L= 0;

e59..  - 0.419584*b59 + x1259 =L= 0;

e60..  - 0.376086*b60 + x1260 =L= 0;

e61..  - 0.384548*b61 + x1261 =L= 0;

e62..  - 0.376717*b62 + x1262 =L= 0;

e63..  - 0.381658*b63 + x1263 =L= 0;

e64..  - 0.401492*b64 + x1264 =L= 0;

e65..  - 0.416697*b65 + x1265 =L= 0;

e66..  - 0.38321*b66 + x1266 =L= 0;

e67..  - 0.383546*b67 + x1267 =L= 0;

e68..  - 0.386338*b68 + x1268 =L= 0;

e69..  - 0.411031*b69 + x1269 =L= 0;

e70..  - 0.422316*b70 + x1270 =L= 0;

e71..  - 0.378054*b71 + x1271 =L= 0;

e72..  - 0.418867*b72 + x1272 =L= 0;

e73..  - 0.383034*b73 + x1273 =L= 0;

e74..  - 0.400972*b74 + x1274 =L= 0;

e75..  - 0.412099*b75 + x1275 =L= 0;

e76..  - 0.375125*b76 + x1276 =L= 0;

e77..  - 0.399563*b77 + x1277 =L= 0;

e78..  - 0.421737*b78 + x1278 =L= 0;

e79..  - 0.379456*b79 + x1279 =L= 0;

e80..  - 0.405094*b80 + x1280 =L= 0;

e81..  - 0.394896*b81 + x1281 =L= 0;

e82..  - 0.393689*b82 + x1282 =L= 0;

e83..  - 0.391402*b83 + x1283 =L= 0;

e84..  - 0.38716*b84 + x1284 =L= 0;

e85..  - 0.403503*b85 + x1285 =L= 0;

e86..  - 0.407313*b86 + x1286 =L= 0;

e87..  - 0.392025*b87 + x1287 =L= 0;

e88..  - 0.398888*b88 + x1288 =L= 0;

e89..  - 0.402568*b89 + x1289 =L= 0;

e90..  - 0.386609*b90 + x1290 =L= 0;

e91..  - 0.399974*b91 + x1291 =L= 0;

e92..  - 0.412116*b92 + x1292 =L= 0;

e93..  - 0.388326*b93 + x1293 =L= 0;

e94..  - 0.406632*b94 + x1294 =L= 0;

e95..  - 0.388608*b95 + x1295 =L= 0;

e96..  - 0.380023*b96 + x1296 =L= 0;

e97..  - 0.414842*b97 + x1297 =L= 0;

e98..  - 0.397155*b98 + x1298 =L= 0;

e99..  - 0.391361*b99 + x1299 =L= 0;

e100..  - 0.400874*b100 + x1300 =L= 0;

e101..  - 0.39447*b101 + x1301 =L= 0;

e102..  - 0.394414*b102 + x1302 =L= 0;

e103..  - 0.39474*b103 + x1303 =L= 0;

e104..  - 0.402505*b104 + x1304 =L= 0;

e105..  - 0.420386*b105 + x1305 =L= 0;

e106..  - 0.381839*b106 + x1306 =L= 0;

e107..  - 0.40263*b107 + x1307 =L= 0;

e108..  - 0.394949*b108 + x1308 =L= 0;

e109..  - 0.378575*b109 + x1309 =L= 0;

e110..  - 0.407086*b110 + x1310 =L= 0;

e111..  - 0.375042*b111 + x1311 =L= 0;

e112..  - 0.398472*b112 + x1312 =L= 0;

e113..  - 0.375775*b113 + x1313 =L= 0;

e114..  - 0.391445*b114 + x1314 =L= 0;

e115..  - 0.410632*b115 + x1315 =L= 0;

e116..  - 0.404278*b116 + x1316 =L= 0;

e117..  - 0.423757*b117 + x1317 =L= 0;

e118..  - 0.377657*b118 + x1318 =L= 0;

e119..  - 0.378166*b119 + x1319 =L= 0;

e120..  - 0.401326*b120 + x1320 =L= 0;

e121..  - 0.389266*b121 + x1321 =L= 0;

e122..  - 0.403141*b122 + x1322 =L= 0;

e123..  - 0.388441*b123 + x1323 =L= 0;

e124..  - 0.402592*b124 + x1324 =L= 0;

e125..  - 0.384773*b125 + x1325 =L= 0;

e126..  - 0.40205*b126 + x1326 =L= 0;

e127..  - 0.407614*b127 + x1327 =L= 0;

e128..  - 0.424615*b128 + x1328 =L= 0;

e129..  - 0.424204*b129 + x1329 =L= 0;

e130..  - 0.423975*b130 + x1330 =L= 0;

e131..  - 0.400489*b131 + x1331 =L= 0;

e132..  - 0.393675*b132 + x1332 =L= 0;

e133..  - 0.393389*b133 + x1333 =L= 0;

e134..  - 0.420229*b134 + x1334 =L= 0;

e135..  - 0.421179*b135 + x1335 =L= 0;

e136..  - 0.388775*b136 + x1336 =L= 0;

e137..  - 0.377067*b137 + x1337 =L= 0;

e138..  - 0.398809*b138 + x1338 =L= 0;

e139..  - 0.408724*b139 + x1339 =L= 0;

e140..  - 0.380643*b140 + x1340 =L= 0;

e141..  - 0.380895*b141 + x1341 =L= 0;

e142..  - 0.408766*b142 + x1342 =L= 0;

e143..  - 0.404115*b143 + x1343 =L= 0;

e144..  - 0.38167*b144 + x1344 =L= 0;

e145..  - 0.375211*b145 + x1345 =L= 0;

e146..  - 0.389747*b146 + x1346 =L= 0;

e147..  - 0.410949*b147 + x1347 =L= 0;

e148..  - 0.423968*b148 + x1348 =L= 0;

e149..  - 0.392403*b149 + x1349 =L= 0;

e150..  - 0.414115*b150 + x1350 =L= 0;

e151..  - 0.400294*b151 + x1351 =L= 0;

e152..  - 0.406669*b152 + x1352 =L= 0;

e153..  - 0.392256*b153 + x1353 =L= 0;

e154..  - 0.413735*b154 + x1354 =L= 0;

e155..  - 0.384261*b155 + x1355 =L= 0;

e156..  - 0.402028*b156 + x1356 =L= 0;

e157..  - 0.390785*b157 + x1357 =L= 0;

e158..  - 0.416876*b158 + x1358 =L= 0;

e159..  - 0.401643*b159 + x1359 =L= 0;

e160..  - 0.389989*b160 + x1360 =L= 0;

e161..  - 0.41585*b161 + x1361 =L= 0;

e162..  - 0.377132*b162 + x1362 =L= 0;

e163..  - 0.408663*b163 + x1363 =L= 0;

e164..  - 0.38424*b164 + x1364 =L= 0;

e165..  - 0.422361*b165 + x1365 =L= 0;

e166..  - 0.404843*b166 + x1366 =L= 0;

e167..  - 0.398015*b167 + x1367 =L= 0;

e168..  - 0.424428*b168 + x1368 =L= 0;

e169..  - 0.378652*b169 + x1369 =L= 0;

e170..  - 0.381739*b170 + x1370 =L= 0;

e171..  - 0.380071*b171 + x1371 =L= 0;

e172..  - 0.384547*b172 + x1372 =L= 0;

e173..  - 0.415505*b173 + x1373 =L= 0;

e174..  - 0.409185*b174 + x1374 =L= 0;

e175..  - 0.391217*b175 + x1375 =L= 0;

e176..  - 0.415715*b176 + x1376 =L= 0;

e177..  - 0.423932*b177 + x1377 =L= 0;

e178..  - 0.377166*b178 + x1378 =L= 0;

e179..  - 0.414683*b179 + x1379 =L= 0;

e180..  - 0.391335*b180 + x1380 =L= 0;

e181..  - 0.416281*b181 + x1381 =L= 0;

e182..  - 0.389977*b182 + x1382 =L= 0;

e183..  - 0.423005*b183 + x1383 =L= 0;

e184..  - 0.383537*b184 + x1384 =L= 0;

e185..  - 0.378712*b185 + x1385 =L= 0;

e186..  - 0.382266*b186 + x1386 =L= 0;

e187..  - 0.410565*b187 + x1387 =L= 0;

e188..  - 0.394497*b188 + x1388 =L= 0;

e189..  - 0.424141*b189 + x1389 =L= 0;

e190..  - 0.387209*b190 + x1390 =L= 0;

e191..  - 0.409486*b191 + x1391 =L= 0;

e192..  - 0.414992*b192 + x1392 =L= 0;

e193..  - 0.389341*b193 + x1393 =L= 0;

e194..  - 0.393149*b194 + x1394 =L= 0;

e195..  - 0.424231*b195 + x1395 =L= 0;

e196..  - 0.386701*b196 + x1396 =L= 0;

e197..  - 0.422992*b197 + x1397 =L= 0;

e198..  - 0.397246*b198 + x1398 =L= 0;

e199..  - 0.386129*b199 + x1399 =L= 0;

e200..  - 0.376644*b200 + x1400 =L= 0;

e201..  - 0.403985*b201 + x1401 =L= 0;

e202..  - 0.3912*b202 + x1402 =L= 0;

e203..  - 0.386191*b203 + x1403 =L= 0;

e204..  - 0.394489*b204 + x1404 =L= 0;

e205..  - 0.375385*b205 + x1405 =L= 0;

e206..  - 0.402408*b206 + x1406 =L= 0;

e207..  - 0.385205*b207 + x1407 =L= 0;

e208..  - 0.424317*b208 + x1408 =L= 0;

e209..  - 0.404574*b209 + x1409 =L= 0;

e210..  - 0.424888*b210 + x1410 =L= 0;

e211..  - 0.390652*b211 + x1411 =L= 0;

e212..  - 0.395855*b212 + x1412 =L= 0;

e213..  - 0.389865*b213 + x1413 =L= 0;

e214..  - 0.388657*b214 + x1414 =L= 0;

e215..  - 0.404392*b215 + x1415 =L= 0;

e216..  - 0.393577*b216 + x1416 =L= 0;

e217..  - 0.395922*b217 + x1417 =L= 0;

e218..  - 0.389957*b218 + x1418 =L= 0;

e219..  - 0.413074*b219 + x1419 =L= 0;

e220..  - 0.395064*b220 + x1420 =L= 0;

e221..  - 0.402166*b221 + x1421 =L= 0;

e222..  - 0.397559*b222 + x1422 =L= 0;

e223..  - 0.385056*b223 + x1423 =L= 0;

e224..  - 0.416507*b224 + x1424 =L= 0;

e225..  - 0.415708*b225 + x1425 =L= 0;

e226..  - 0.384287*b226 + x1426 =L= 0;

e227..  - 0.378208*b227 + x1427 =L= 0;

e228..  - 0.4137*b228 + x1428 =L= 0;

e229..  - 0.406533*b229 + x1429 =L= 0;

e230..  - 0.389338*b230 + x1430 =L= 0;

e231..  - 0.415344*b231 + x1431 =L= 0;

e232..  - 0.385518*b232 + x1432 =L= 0;

e233..  - 0.405538*b233 + x1433 =L= 0;

e234..  - 0.376534*b234 + x1434 =L= 0;

e235..  - 0.405008*b235 + x1435 =L= 0;

e236..  - 0.405923*b236 + x1436 =L= 0;

e237..  - 0.403942*b237 + x1437 =L= 0;

e238..  - 0.415212*b238 + x1438 =L= 0;

e239..  - 0.40524*b239 + x1439 =L= 0;

e240..  - 0.383516*b240 + x1440 =L= 0;

e241..  - 0.4151*b241 + x1441 =L= 0;

e242..  - 0.420892*b242 + x1442 =L= 0;

e243..  - 0.404371*b243 + x1443 =L= 0;

e244..  - 0.379965*b244 + x1444 =L= 0;

e245..  - 0.384548*b245 + x1445 =L= 0;

e246..  - 0.383762*b246 + x1446 =L= 0;

e247..  - 0.398542*b247 + x1447 =L= 0;

e248..  - 0.405471*b248 + x1448 =L= 0;

e249..  - 0.39872*b249 + x1449 =L= 0;

e250..  - 0.386615*b250 + x1450 =L= 0;

e251..  - 0.375534*b251 + x1451 =L= 0;

e252..  - 0.375886*b252 + x1452 =L= 0;

e253..  - 0.409174*b253 + x1453 =L= 0;

e254..  - 0.38559*b254 + x1454 =L= 0;

e255..  - 0.417393*b255 + x1455 =L= 0;

e256..  - 0.399883*b256 + x1456 =L= 0;

e257..  - 0.394877*b257 + x1457 =L= 0;

e258..  - 0.420601*b258 + x1458 =L= 0;

e259..  - 0.388583*b259 + x1459 =L= 0;

e260..  - 0.376411*b260 + x1460 =L= 0;

e261..  - 0.384939*b261 + x1461 =L= 0;

e262..  - 0.378926*b262 + x1462 =L= 0;

e263..  - 0.386929*b263 + x1463 =L= 0;

e264..  - 0.415477*b264 + x1464 =L= 0;

e265..  - 0.38046*b265 + x1465 =L= 0;

e266..  - 0.416936*b266 + x1466 =L= 0;

e267..  - 0.396399*b267 + x1467 =L= 0;

e268..  - 0.409402*b268 + x1468 =L= 0;

e269..  - 0.407148*b269 + x1469 =L= 0;

e270..  - 0.376639*b270 + x1470 =L= 0;

e271..  - 0.417918*b271 + x1471 =L= 0;

e272..  - 0.397248*b272 + x1472 =L= 0;

e273..  - 0.422531*b273 + x1473 =L= 0;

e274..  - 0.397289*b274 + x1474 =L= 0;

e275..  - 0.402213*b275 + x1475 =L= 0;

e276..  - 0.382079*b276 + x1476 =L= 0;

e277..  - 0.406051*b277 + x1477 =L= 0;

e278..  - 0.375755*b278 + x1478 =L= 0;

e279..  - 0.41255*b279 + x1479 =L= 0;

e280..  - 0.379771*b280 + x1480 =L= 0;

e281..  - 0.38737*b281 + x1481 =L= 0;

e282..  - 0.413084*b282 + x1482 =L= 0;

e283..  - 0.380657*b283 + x1483 =L= 0;

e284..  - 0.421545*b284 + x1484 =L= 0;

e285..  - 0.423674*b285 + x1485 =L= 0;

e286..  - 0.423049*b286 + x1486 =L= 0;

e287..  - 0.396427*b287 + x1487 =L= 0;

e288..  - 0.393552*b288 + x1488 =L= 0;

e289..  - 0.41865*b289 + x1489 =L= 0;

e290..  - 0.41001*b290 + x1490 =L= 0;

e291..  - 0.394962*b291 + x1491 =L= 0;

e292..  - 0.378589*b292 + x1492 =L= 0;

e293..  - 0.413936*b293 + x1493 =L= 0;

e294..  - 0.406891*b294 + x1494 =L= 0;

e295..  - 0.419066*b295 + x1495 =L= 0;

e296..  - 0.419397*b296 + x1496 =L= 0;

e297..  - 0.398827*b297 + x1497 =L= 0;

e298..  - 0.390465*b298 + x1498 =L= 0;

e299..  - 0.403799*b299 + x1499 =L= 0;

e300..  - 0.380975*b300 + x1500 =L= 0;

e301..  - 0.392104*b301 + x1501 =L= 0;

e302..  - 0.396717*b302 + x1502 =L= 0;

e303..  - 0.403223*b303 + x1503 =L= 0;

e304..  - 0.389635*b304 + x1504 =L= 0;

e305..  - 0.419006*b305 + x1505 =L= 0;

e306..  - 0.380436*b306 + x1506 =L= 0;

e307..  - 0.396714*b307 + x1507 =L= 0;

e308..  - 0.400057*b308 + x1508 =L= 0;

e309..  - 0.381191*b309 + x1509 =L= 0;

e310..  - 0.384264*b310 + x1510 =L= 0;

e311..  - 0.404828*b311 + x1511 =L= 0;

e312..  - 0.393561*b312 + x1512 =L= 0;

e313..  - 0.422348*b313 + x1513 =L= 0;

e314..  - 0.410485*b314 + x1514 =L= 0;

e315..  - 0.390106*b315 + x1515 =L= 0;

e316..  - 0.421023*b316 + x1516 =L= 0;

e317..  - 0.408534*b317 + x1517 =L= 0;

e318..  - 0.411533*b318 + x1518 =L= 0;

e319..  - 0.389574*b319 + x1519 =L= 0;

e320..  - 0.402184*b320 + x1520 =L= 0;

e321..  - 0.396543*b321 + x1521 =L= 0;

e322..  - 0.409536*b322 + x1522 =L= 0;

e323..  - 0.405774*b323 + x1523 =L= 0;

e324..  - 0.385479*b324 + x1524 =L= 0;

e325..  - 0.391427*b325 + x1525 =L= 0;

e326..  - 0.399839*b326 + x1526 =L= 0;

e327..  - 0.379876*b327 + x1527 =L= 0;

e328..  - 0.415254*b328 + x1528 =L= 0;

e329..  - 0.415305*b329 + x1529 =L= 0;

e330..  - 0.408675*b330 + x1530 =L= 0;

e331..  - 0.421229*b331 + x1531 =L= 0;

e332..  - 0.382409*b332 + x1532 =L= 0;

e333..  - 0.380393*b333 + x1533 =L= 0;

e334..  - 0.399453*b334 + x1534 =L= 0;

e335..  - 0.397044*b335 + x1535 =L= 0;

e336..  - 0.424399*b336 + x1536 =L= 0;

e337..  - 0.404889*b337 + x1537 =L= 0;

e338..  - 0.418758*b338 + x1538 =L= 0;

e339..  - 0.399456*b339 + x1539 =L= 0;

e340..  - 0.411081*b340 + x1540 =L= 0;

e341..  - 0.378021*b341 + x1541 =L= 0;

e342..  - 0.379284*b342 + x1542 =L= 0;

e343..  - 0.379642*b343 + x1543 =L= 0;

e344..  - 0.37537*b344 + x1544 =L= 0;

e345..  - 0.414769*b345 + x1545 =L= 0;

e346..  - 0.394748*b346 + x1546 =L= 0;

e347..  - 0.421392*b347 + x1547 =L= 0;

e348..  - 0.398303*b348 + x1548 =L= 0;

e349..  - 0.381281*b349 + x1549 =L= 0;

e350..  - 0.385967*b350 + x1550 =L= 0;

e351..  - 0.375487*b351 + x1551 =L= 0;

e352..  - 0.402824*b352 + x1552 =L= 0;

e353..  - 0.420503*b353 + x1553 =L= 0;

e354..  - 0.406261*b354 + x1554 =L= 0;

e355..  - 0.413303*b355 + x1555 =L= 0;

e356..  - 0.38693*b356 + x1556 =L= 0;

e357..  - 0.3811*b357 + x1557 =L= 0;

e358..  - 0.41818*b358 + x1558 =L= 0;

e359..  - 0.377184*b359 + x1559 =L= 0;

e360..  - 0.421405*b360 + x1560 =L= 0;

e361..  - 0.401855*b361 + x1561 =L= 0;

e362..  - 0.423414*b362 + x1562 =L= 0;

e363..  - 0.378813*b363 + x1563 =L= 0;

e364..  - 0.407248*b364 + x1564 =L= 0;

e365..  - 0.397867*b365 + x1565 =L= 0;

e366..  - 0.400857*b366 + x1566 =L= 0;

e367..  - 0.406646*b367 + x1567 =L= 0;

e368..  - 0.377756*b368 + x1568 =L= 0;

e369..  - 0.394614*b369 + x1569 =L= 0;

e370..  - 0.381102*b370 + x1570 =L= 0;

e371..  - 0.413837*b371 + x1571 =L= 0;

e372..  - 0.397636*b372 + x1572 =L= 0;

e373..  - 0.385386*b373 + x1573 =L= 0;

e374..  - 0.418479*b374 + x1574 =L= 0;

e375..  - 0.398006*b375 + x1575 =L= 0;

e376..  - 0.375155*b376 + x1576 =L= 0;

e377..  - 0.388226*b377 + x1577 =L= 0;

e378..  - 0.394398*b378 + x1578 =L= 0;

e379..  - 0.398457*b379 + x1579 =L= 0;

e380..  - 0.394507*b380 + x1580 =L= 0;

e381..  - 0.405365*b381 + x1581 =L= 0;

e382..  - 0.398944*b382 + x1582 =L= 0;

e383..  - 0.422331*b383 + x1583 =L= 0;

e384..  - 0.400868*b384 + x1584 =L= 0;

e385..  - 0.380205*b385 + x1585 =L= 0;

e386..  - 0.410635*b386 + x1586 =L= 0;

e387..  - 0.412798*b387 + x1587 =L= 0;

e388..  - 0.386305*b388 + x1588 =L= 0;

e389..  - 0.403814*b389 + x1589 =L= 0;

e390..  - 0.414983*b390 + x1590 =L= 0;

e391..  - 0.38271*b391 + x1591 =L= 0;

e392..  - 0.38067*b392 + x1592 =L= 0;

e393..  - 0.413397*b393 + x1593 =L= 0;

e394..  - 0.386523*b394 + x1594 =L= 0;

e395..  - 0.412917*b395 + x1595 =L= 0;

e396..  - 0.386263*b396 + x1596 =L= 0;

e397..  - 0.41238*b397 + x1597 =L= 0;

e398..  - 0.394564*b398 + x1598 =L= 0;

e399..  - 0.38902*b399 + x1599 =L= 0;

e400..  - 0.381994*b400 + x1600 =L= 0;

e401..  - 0.400666*b401 + x1601 =L= 0;

e402..  - 0.07516*b2 + x1202 =G= 0;

e403..  - 0.106659*b3 + x1203 =G= 0;

e404..  - 0.097238*b4 + x1204 =G= 0;

e405..  - 0.123573*b5 + x1205 =G= 0;

e406..  - 0.120305*b6 + x1206 =G= 0;

e407..  - 0.083943*b7 + x1207 =G= 0;

e408..  - 0.115353*b8 + x1208 =G= 0;

e409..  - 0.108784*b9 + x1209 =G= 0;

e410..  - 0.083486*b10 + x1210 =G= 0;

e411..  - 0.102672*b11 + x1211 =G= 0;

e412..  - 0.119692*b12 + x1212 =G= 0;

e413..  - 0.102795*b13 + x1213 =G= 0;

e414..  - 0.114434*b14 + x1214 =G= 0;

e415..  - 0.106499*b15 + x1215 =G= 0;

e416..  - 0.086966*b16 + x1216 =G= 0;

e417..  - 0.090817*b17 + x1217 =G= 0;

e418..  - 0.111609*b18 + x1218 =G= 0;

e419..  - 0.089843*b19 + x1219 =G= 0;

e420..  - 0.077398*b20 + x1220 =G= 0;

e421..  - 0.091049*b21 + x1221 =G= 0;

e422..  - 0.092542*b22 + x1222 =G= 0;

e423..  - 0.093562*b23 + x1223 =G= 0;

e424..  - 0.07909*b24 + x1224 =G= 0;

e425..  - 0.098231*b25 + x1225 =G= 0;

e426..  - 0.080392*b26 + x1226 =G= 0;

e427..  - 0.111144*b27 + x1227 =G= 0;

e428..  - 0.084216*b28 + x1228 =G= 0;

e429..  - 0.115783*b29 + x1229 =G= 0;

e430..  - 0.112125*b30 + x1230 =G= 0;

e431..  - 0.113323*b31 + x1231 =G= 0;

e432..  - 0.102463*b32 + x1232 =G= 0;

e433..  - 0.112285*b33 + x1233 =G= 0;

e434..  - 0.094982*b34 + x1234 =G= 0;

e435..  - 0.124702*b35 + x1235 =G= 0;

e436..  - 0.110858*b36 + x1236 =G= 0;

e437..  - 0.090287*b37 + x1237 =G= 0;

e438..  - 0.083644*b38 + x1238 =G= 0;

e439..  - 0.101211*b39 + x1239 =G= 0;

e440..  - 0.124071*b40 + x1240 =G= 0;

e441..  - 0.09213*b41 + x1241 =G= 0;

e442..  - 0.078883*b42 + x1242 =G= 0;

e443..  - 0.118763*b43 + x1243 =G= 0;

e444..  - 0.119925*b44 + x1244 =G= 0;

e445..  - 0.118318*b45 + x1245 =G= 0;

e446..  - 0.100263*b46 + x1246 =G= 0;

e447..  - 0.081891*b47 + x1247 =G= 0;

e448..  - 0.084135*b48 + x1248 =G= 0;

e449..  - 0.086872*b49 + x1249 =G= 0;

e450..  - 0.096734*b50 + x1250 =G= 0;

e451..  - 0.086533*b51 + x1251 =G= 0;

e452..  - 0.102921*b52 + x1252 =G= 0;

e453..  - 0.114276*b53 + x1253 =G= 0;

e454..  - 0.105095*b54 + x1254 =G= 0;

e455..  - 0.107011*b55 + x1255 =G= 0;

e456..  - 0.087506*b56 + x1256 =G= 0;

e457..  - 0.110486*b57 + x1257 =G= 0;

e458..  - 0.093155*b58 + x1258 =G= 0;

e459..  - 0.096723*b59 + x1259 =G= 0;

e460..  - 0.101269*b60 + x1260 =G= 0;

e461..  - 0.08028*b61 + x1261 =G= 0;

e462..  - 0.085046*b62 + x1262 =G= 0;

e463..  - 0.078733*b63 + x1263 =G= 0;

e464..  - 0.117565*b64 + x1264 =G= 0;

e465..  - 0.105027*b65 + x1265 =G= 0;

e466..  - 0.078434*b66 + x1266 =G= 0;

e467..  - 0.103423*b67 + x1267 =G= 0;

e468..  - 0.120314*b68 + x1268 =G= 0;

e469..  - 0.087078*b69 + x1269 =G= 0;

e470..  - 0.079634*b70 + x1270 =G= 0;

e471..  - 0.119386*b71 + x1271 =G= 0;

e472..  - 0.104209*b72 + x1272 =G= 0;

e473..  - 0.083518*b73 + x1273 =G= 0;

e474..  - 0.113149*b74 + x1274 =G= 0;

e475..  - 0.099134*b75 + x1275 =G= 0;

e476..  - 0.076835*b76 + x1276 =G= 0;

e477..  - 0.088412*b77 + x1277 =G= 0;

e478..  - 0.106024*b78 + x1278 =G= 0;

e479..  - 0.085971*b79 + x1279 =G= 0;

e480..  - 0.100284*b80 + x1280 =G= 0;

e481..  - 0.077758*b81 + x1281 =G= 0;

e482..  - 0.097504*b82 + x1282 =G= 0;

e483..  - 0.078205*b83 + x1283 =G= 0;

e484..  - 0.117033*b84 + x1284 =G= 0;

e485..  - 0.077598*b85 + x1285 =G= 0;

e486..  - 0.110216*b86 + x1286 =G= 0;

e487..  - 0.07954*b87 + x1287 =G= 0;

e488..  - 0.113085*b88 + x1288 =G= 0;

e489..  - 0.078372*b89 + x1289 =G= 0;

e490..  - 0.101262*b90 + x1290 =G= 0;

e491..  - 0.089354*b91 + x1291 =G= 0;

e492..  - 0.083652*b92 + x1292 =G= 0;

e493..  - 0.111308*b93 + x1293 =G= 0;

e494..  - 0.093087*b94 + x1294 =G= 0;

e495..  - 0.076217*b95 + x1295 =G= 0;

e496..  - 0.091335*b96 + x1296 =G= 0;

e497..  - 0.096521*b97 + x1297 =G= 0;

e498..  - 0.10464*b98 + x1298 =G= 0;

e499..  - 0.08665*b99 + x1299 =G= 0;

e500..  - 0.108599*b100 + x1300 =G= 0;

e501..  - 0.109275*b101 + x1301 =G= 0;

e502..  - 0.081035*b102 + x1302 =G= 0;

e503..  - 0.087808*b103 + x1303 =G= 0;

e504..  - 0.117792*b104 + x1304 =G= 0;

e505..  - 0.119184*b105 + x1305 =G= 0;

e506..  - 0.111942*b106 + x1306 =G= 0;

e507..  - 0.119628*b107 + x1307 =G= 0;

e508..  - 0.082596*b108 + x1308 =G= 0;

e509..  - 0.092967*b109 + x1309 =G= 0;

e510..  - 0.080599*b110 + x1310 =G= 0;

e511..  - 0.10788*b111 + x1311 =G= 0;

e512..  - 0.095725*b112 + x1312 =G= 0;

e513..  - 0.103102*b113 + x1313 =G= 0;

e514..  - 0.111085*b114 + x1314 =G= 0;

e515..  - 0.087758*b115 + x1315 =G= 0;

e516..  - 0.105701*b116 + x1316 =G= 0;

e517..  - 0.096302*b117 + x1317 =G= 0;

e518..  - 0.092298*b118 + x1318 =G= 0;

e519..  - 0.093786*b119 + x1319 =G= 0;

e520..  - 0.099674*b120 + x1320 =G= 0;

e521..  - 0.11856*b121 + x1321 =G= 0;

e522..  - 0.10814*b122 + x1322 =G= 0;

e523..  - 0.108325*b123 + x1323 =G= 0;

e524..  - 0.104868*b124 + x1324 =G= 0;

e525..  - 0.076227*b125 + x1325 =G= 0;

e526..  - 0.109543*b126 + x1326 =G= 0;

e527..  - 0.121204*b127 + x1327 =G= 0;

e528..  - 0.097748*b128 + x1328 =G= 0;

e529..  - 0.089183*b129 + x1329 =G= 0;

e530..  - 0.082853*b130 + x1330 =G= 0;

e531..  - 0.081347*b131 + x1331 =G= 0;

e532..  - 0.123458*b132 + x1332 =G= 0;

e533..  - 0.088889*b133 + x1333 =G= 0;

e534..  - 0.094156*b134 + x1334 =G= 0;

e535..  - 0.11625*b135 + x1335 =G= 0;

e536..  - 0.083073*b136 + x1336 =G= 0;

e537..  - 0.081098*b137 + x1337 =G= 0;

e538..  - 0.110878*b138 + x1338 =G= 0;

e539..  - 0.09067*b139 + x1339 =G= 0;

e540..  - 0.099064*b140 + x1340 =G= 0;

e541..  - 0.116476*b141 + x1341 =G= 0;

e542..  - 0.12355*b142 + x1342 =G= 0;

e543..  - 0.119789*b143 + x1343 =G= 0;

e544..  - 0.094579*b144 + x1344 =G= 0;

e545..  - 0.109635*b145 + x1345 =G= 0;

e546..  - 0.082547*b146 + x1346 =G= 0;

e547..  - 0.075279*b147 + x1347 =G= 0;

e548..  - 0.080937*b148 + x1348 =G= 0;

e549..  - 0.099845*b149 + x1349 =G= 0;

e550..  - 0.094065*b150 + x1350 =G= 0;

e551..  - 0.105611*b151 + x1351 =G= 0;

e552..  - 0.093405*b152 + x1352 =G= 0;

e553..  - 0.077205*b153 + x1353 =G= 0;

e554..  - 0.088936*b154 + x1354 =G= 0;

e555..  - 0.123273*b155 + x1355 =G= 0;

e556..  - 0.078432*b156 + x1356 =G= 0;

e557..  - 0.123479*b157 + x1357 =G= 0;

e558..  - 0.119476*b158 + x1358 =G= 0;

e559..  - 0.10118*b159 + x1359 =G= 0;

e560..  - 0.087662*b160 + x1360 =G= 0;

e561..  - 0.07733*b161 + x1361 =G= 0;

e562..  - 0.107527*b162 + x1362 =G= 0;

e563..  - 0.086119*b163 + x1363 =G= 0;

e564..  - 0.091219*b164 + x1364 =G= 0;

e565..  - 0.076683*b165 + x1365 =G= 0;

e566..  - 0.077369*b166 + x1366 =G= 0;

e567..  - 0.099292*b167 + x1367 =G= 0;

e568..  - 0.082781*b168 + x1368 =G= 0;

e569..  - 0.113247*b169 + x1369 =G= 0;

e570..  - 0.114962*b170 + x1370 =G= 0;

e571..  - 0.106845*b171 + x1371 =G= 0;

e572..  - 0.104723*b172 + x1372 =G= 0;

e573..  - 0.113512*b173 + x1373 =G= 0;

e574..  - 0.101634*b174 + x1374 =G= 0;

e575..  - 0.124302*b175 + x1375 =G= 0;

e576..  - 0.098147*b176 + x1376 =G= 0;

e577..  - 0.109181*b177 + x1377 =G= 0;

e578..  - 0.124581*b178 + x1378 =G= 0;

e579..  - 0.104084*b179 + x1379 =G= 0;

e580..  - 0.084025*b180 + x1380 =G= 0;

e581..  - 0.093646*b181 + x1381 =G= 0;

e582..  - 0.084695*b182 + x1382 =G= 0;

e583..  - 0.10243*b183 + x1383 =G= 0;

e584..  - 0.095851*b184 + x1384 =G= 0;

e585..  - 0.098631*b185 + x1385 =G= 0;

e586..  - 0.100703*b186 + x1386 =G= 0;

e587..  - 0.099283*b187 + x1387 =G= 0;

e588..  - 0.09711*b188 + x1388 =G= 0;

e589..  - 0.095179*b189 + x1389 =G= 0;

e590..  - 0.075463*b190 + x1390 =G= 0;

e591..  - 0.109771*b191 + x1391 =G= 0;

e592..  - 0.097509*b192 + x1392 =G= 0;

e593..  - 0.10799*b193 + x1393 =G= 0;

e594..  - 0.12089*b194 + x1394 =G= 0;

e595..  - 0.113728*b195 + x1395 =G= 0;

e596..  - 0.109674*b196 + x1396 =G= 0;

e597..  - 0.123259*b197 + x1397 =G= 0;

e598..  - 0.08802*b198 + x1398 =G= 0;

e599..  - 0.117455*b199 + x1399 =G= 0;

e600..  - 0.111506*b200 + x1400 =G= 0;

e601..  - 0.077982*b201 + x1401 =G= 0;

e602..  - 0.0993*b202 + x1402 =G= 0;

e603..  - 0.091229*b203 + x1403 =G= 0;

e604..  - 0.116493*b204 + x1404 =G= 0;

e605..  - 0.075934*b205 + x1405 =G= 0;

e606..  - 0.090531*b206 + x1406 =G= 0;

e607..  - 0.08964*b207 + x1407 =G= 0;

e608..  - 0.110115*b208 + x1408 =G= 0;

e609..  - 0.090112*b209 + x1409 =G= 0;

e610..  - 0.118724*b210 + x1410 =G= 0;

e611..  - 0.11914*b211 + x1411 =G= 0;

e612..  - 0.108758*b212 + x1412 =G= 0;

e613..  - 0.078419*b213 + x1413 =G= 0;

e614..  - 0.09657*b214 + x1414 =G= 0;

e615..  - 0.079609*b215 + x1415 =G= 0;

e616..  - 0.10205*b216 + x1416 =G= 0;

e617..  - 0.122273*b217 + x1417 =G= 0;

e618..  - 0.103892*b218 + x1418 =G= 0;

e619..  - 0.12416*b219 + x1419 =G= 0;

e620..  - 0.092453*b220 + x1420 =G= 0;

e621..  - 0.104355*b221 + x1421 =G= 0;

e622..  - 0.108931*b222 + x1422 =G= 0;

e623..  - 0.114962*b223 + x1423 =G= 0;

e624..  - 0.087345*b224 + x1424 =G= 0;

e625..  - 0.104821*b225 + x1425 =G= 0;

e626..  - 0.10369*b226 + x1426 =G= 0;

e627..  - 0.122019*b227 + x1427 =G= 0;

e628..  - 0.103081*b228 + x1428 =G= 0;

e629..  - 0.11671*b229 + x1429 =G= 0;

e630..  - 0.114473*b230 + x1430 =G= 0;

e631..  - 0.089587*b231 + x1431 =G= 0;

e632..  - 0.119692*b232 + x1432 =G= 0;

e633..  - 0.088773*b233 + x1433 =G= 0;

e634..  - 0.105816*b234 + x1434 =G= 0;

e635..  - 0.111185*b235 + x1435 =G= 0;

e636..  - 0.089707*b236 + x1436 =G= 0;

e637..  - 0.121347*b237 + x1437 =G= 0;

e638..  - 0.075825*b238 + x1438 =G= 0;

e639..  - 0.124822*b239 + x1439 =G= 0;

e640..  - 0.086459*b240 + x1440 =G= 0;

e641..  - 0.11955*b241 + x1441 =G= 0;

e642..  - 0.118962*b242 + x1442 =G= 0;

e643..  - 0.120216*b243 + x1443 =G= 0;

e644..  - 0.122969*b244 + x1444 =G= 0;

e645..  - 0.090532*b245 + x1445 =G= 0;

e646..  - 0.124825*b246 + x1446 =G= 0;

e647..  - 0.100019*b247 + x1447 =G= 0;

e648..  - 0.087805*b248 + x1448 =G= 0;

e649..  - 0.103717*b249 + x1449 =G= 0;

e650..  - 0.099178*b250 + x1450 =G= 0;

e651..  - 0.105257*b251 + x1451 =G= 0;

e652..  - 0.083071*b252 + x1452 =G= 0;

e653..  - 0.083109*b253 + x1453 =G= 0;

e654..  - 0.095219*b254 + x1454 =G= 0;

e655..  - 0.095416*b255 + x1455 =G= 0;

e656..  - 0.112931*b256 + x1456 =G= 0;

e657..  - 0.123909*b257 + x1457 =G= 0;

e658..  - 0.092435*b258 + x1458 =G= 0;

e659..  - 0.091011*b259 + x1459 =G= 0;

e660..  - 0.115619*b260 + x1460 =G= 0;

e661..  - 0.081908*b261 + x1461 =G= 0;

e662..  - 0.105598*b262 + x1462 =G= 0;

e663..  - 0.110311*b263 + x1463 =G= 0;

e664..  - 0.095681*b264 + x1464 =G= 0;

e665..  - 0.086415*b265 + x1465 =G= 0;

e666..  - 0.096496*b266 + x1466 =G= 0;

e667..  - 0.110388*b267 + x1467 =G= 0;

e668..  - 0.082762*b268 + x1468 =G= 0;

e669..  - 0.097322*b269 + x1469 =G= 0;

e670..  - 0.11021*b270 + x1470 =G= 0;

e671..  - 0.094221*b271 + x1471 =G= 0;

e672..  - 0.091872*b272 + x1472 =G= 0;

e673..  - 0.104171*b273 + x1473 =G= 0;

e674..  - 0.089437*b274 + x1474 =G= 0;

e675..  - 0.08984*b275 + x1475 =G= 0;

e676..  - 0.119703*b276 + x1476 =G= 0;

e677..  - 0.089262*b277 + x1477 =G= 0;

e678..  - 0.114859*b278 + x1478 =G= 0;

e679..  - 0.082508*b279 + x1479 =G= 0;

e680..  - 0.117979*b280 + x1480 =G= 0;

e681..  - 0.089038*b281 + x1481 =G= 0;

e682..  - 0.112765*b282 + x1482 =G= 0;

e683..  - 0.07605*b283 + x1483 =G= 0;

e684..  - 0.097147*b284 + x1484 =G= 0;

e685..  - 0.082985*b285 + x1485 =G= 0;

e686..  - 0.096466*b286 + x1486 =G= 0;

e687..  - 0.085077*b287 + x1487 =G= 0;

e688..  - 0.081894*b288 + x1488 =G= 0;

e689..  - 0.113901*b289 + x1489 =G= 0;

e690..  - 0.101089*b290 + x1490 =G= 0;

e691..  - 0.122513*b291 + x1491 =G= 0;

e692..  - 0.12081*b292 + x1492 =G= 0;

e693..  - 0.081687*b293 + x1493 =G= 0;

e694..  - 0.107825*b294 + x1494 =G= 0;

e695..  - 0.091491*b295 + x1495 =G= 0;

e696..  - 0.093102*b296 + x1496 =G= 0;

e697..  - 0.079321*b297 + x1497 =G= 0;

e698..  - 0.076879*b298 + x1498 =G= 0;

e699..  - 0.100863*b299 + x1499 =G= 0;

e700..  - 0.101643*b300 + x1500 =G= 0;

e701..  - 0.112089*b301 + x1501 =G= 0;

e702..  - 0.120084*b302 + x1502 =G= 0;

e703..  - 0.118514*b303 + x1503 =G= 0;

e704..  - 0.09126*b304 + x1504 =G= 0;

e705..  - 0.084521*b305 + x1505 =G= 0;

e706..  - 0.083355*b306 + x1506 =G= 0;

e707..  - 0.085963*b307 + x1507 =G= 0;

e708..  - 0.098783*b308 + x1508 =G= 0;

e709..  - 0.123214*b309 + x1509 =G= 0;

e710..  - 0.093471*b310 + x1510 =G= 0;

e711..  - 0.091762*b311 + x1511 =G= 0;

e712..  - 0.087252*b312 + x1512 =G= 0;

e713..  - 0.081236*b313 + x1513 =G= 0;

e714..  - 0.092812*b314 + x1514 =G= 0;

e715..  - 0.109398*b315 + x1515 =G= 0;

e716..  - 0.089221*b316 + x1516 =G= 0;

e717..  - 0.114278*b317 + x1517 =G= 0;

e718..  - 0.119476*b318 + x1518 =G= 0;

e719..  - 0.096115*b319 + x1519 =G= 0;

e720..  - 0.10318*b320 + x1520 =G= 0;

e721..  - 0.095565*b321 + x1521 =G= 0;

e722..  - 0.093628*b322 + x1522 =G= 0;

e723..  - 0.098989*b323 + x1523 =G= 0;

e724..  - 0.102252*b324 + x1524 =G= 0;

e725..  - 0.076453*b325 + x1525 =G= 0;

e726..  - 0.11548*b326 + x1526 =G= 0;

e727..  - 0.120354*b327 + x1527 =G= 0;

e728..  - 0.080774*b328 + x1528 =G= 0;

e729..  - 0.117359*b329 + x1529 =G= 0;

e730..  - 0.096217*b330 + x1530 =G= 0;

e731..  - 0.107417*b331 + x1531 =G= 0;

e732..  - 0.104448*b332 + x1532 =G= 0;

e733..  - 0.091301*b333 + x1533 =G= 0;

e734..  - 0.100931*b334 + x1534 =G= 0;

e735..  - 0.120708*b335 + x1535 =G= 0;

e736..  - 0.100822*b336 + x1536 =G= 0;

e737..  - 0.109286*b337 + x1537 =G= 0;

e738..  - 0.081671*b338 + x1538 =G= 0;

e739..  - 0.124605*b339 + x1539 =G= 0;

e740..  - 0.1075*b340 + x1540 =G= 0;

e741..  - 0.100142*b341 + x1541 =G= 0;

e742..  - 0.091367*b342 + x1542 =G= 0;

e743..  - 0.119752*b343 + x1543 =G= 0;

e744..  - 0.106378*b344 + x1544 =G= 0;

e745..  - 0.109179*b345 + x1545 =G= 0;

e746..  - 0.10415*b346 + x1546 =G= 0;

e747..  - 0.120599*b347 + x1547 =G= 0;

e748..  - 0.098457*b348 + x1548 =G= 0;

e749..  - 0.098626*b349 + x1549 =G= 0;

e750..  - 0.091715*b350 + x1550 =G= 0;

e751..  - 0.076637*b351 + x1551 =G= 0;

e752..  - 0.119191*b352 + x1552 =G= 0;

e753..  - 0.110343*b353 + x1553 =G= 0;

e754..  - 0.100626*b354 + x1554 =G= 0;

e755..  - 0.096443*b355 + x1555 =G= 0;

e756..  - 0.111796*b356 + x1556 =G= 0;

e757..  - 0.091107*b357 + x1557 =G= 0;

e758..  - 0.091797*b358 + x1558 =G= 0;

e759..  - 0.11757*b359 + x1559 =G= 0;

e760..  - 0.083466*b360 + x1560 =G= 0;

e761..  - 0.113014*b361 + x1561 =G= 0;

e762..  - 0.099987*b362 + x1562 =G= 0;

e763..  - 0.112914*b363 + x1563 =G= 0;

e764..  - 0.079315*b364 + x1564 =G= 0;

e765..  - 0.075918*b365 + x1565 =G= 0;

e766..  - 0.108622*b366 + x1566 =G= 0;

e767..  - 0.105137*b367 + x1567 =G= 0;

e768..  - 0.110205*b368 + x1568 =G= 0;

e769..  - 0.115293*b369 + x1569 =G= 0;

e770..  - 0.104742*b370 + x1570 =G= 0;

e771..  - 0.092705*b371 + x1571 =G= 0;

e772..  - 0.090435*b372 + x1572 =G= 0;

e773..  - 0.121109*b373 + x1573 =G= 0;

e774..  - 0.087457*b374 + x1574 =G= 0;

e775..  - 0.121814*b375 + x1575 =G= 0;

e776..  - 0.105288*b376 + x1576 =G= 0;

e777..  - 0.116607*b377 + x1577 =G= 0;

e778..  - 0.117413*b378 + x1578 =G= 0;

e779..  - 0.078746*b379 + x1579 =G= 0;

e780..  - 0.090233*b380 + x1580 =G= 0;

e781..  - 0.084128*b381 + x1581 =G= 0;

e782..  - 0.080383*b382 + x1582 =G= 0;

e783..  - 0.084424*b383 + x1583 =G= 0;

e784..  - 0.119471*b384 + x1584 =G= 0;

e785..  - 0.106009*b385 + x1585 =G= 0;

e786..  - 0.105867*b386 + x1586 =G= 0;

e787..  - 0.106267*b387 + x1587 =G= 0;

e788..  - 0.122116*b388 + x1588 =G= 0;

e789..  - 0.122663*b389 + x1589 =G= 0;

e790..  - 0.098837*b390 + x1590 =G= 0;

e791..  - 0.080582*b391 + x1591 =G= 0;

e792..  - 0.110677*b392 + x1592 =G= 0;

e793..  - 0.123824*b393 + x1593 =G= 0;

e794..  - 0.118497*b394 + x1594 =G= 0;

e795..  - 0.114992*b395 + x1595 =G= 0;

e796..  - 0.124743*b396 + x1596 =G= 0;

e797..  - 0.102119*b397 + x1597 =G= 0;

e798..  - 0.095129*b398 + x1598 =G= 0;

e799..  - 0.109948*b399 + x1599 =G= 0;

e800..  - 0.092412*b400 + x1600 =G= 0;

e801..  - 0.124871*b401 + x1601 =G= 0;

e802..    0.002457*x1202 + 0.006741*x1203 + 0.007768*x1204 + 0.009414*x1205
        + 0.002422*x1206 + 0.007793*x1207 + 0.00353*x1208 + 0.005525*x1209
        + 0.003546*x1210 + 0.006651*x1211 + 0.002384*x1212 + 0.007377*x1213
        + 0.006224*x1214 + 0.006523*x1215 + 0.00821*x1216 + 0.003926*x1217
        + 0.00457*x1218 + 0.002019*x1219 + 0.008536*x1220 + 0.002968*x1221
        + 0.003253*x1222 + 0.009443*x1223 + 0.009111*x1224 + 0.005096*x1225
        + 0.00751*x1226 + 0.002913*x1227 + 0.003077*x1228 + 0.00264*x1229
        + 0.005156*x1230 + 0.004196*x1231 + 0.006746*x1232 + 0.005613*x1233
        + 0.008937*x1234 + 0.004515*x1235 + 0.005027*x1236 + 0.009358*x1237
        + 0.002308*x1238 + 0.006557*x1239 + 0.004884*x1240 + 0.003854*x1241
        + 0.003208*x1242 + 0.005268*x1243 + 0.009232*x1244 + 0.007432*x1245
        + 0.00979*x1246 + 0.007442*x1247 + 0.009357*x1248 + 0.00436*x1249
        + 0.007461*x1250 + 0.007893*x1251 + 0.005328*x1252 + 0.008714*x1253
        + 0.007336*x1254 + 0.004439*x1255 + 0.00381*x1256 + 0.004846*x1257
        + 0.005352*x1258 + 0.004887*x1259 + 0.005486*x1260 + 0.008509*x1261
        + 0.007083*x1262 + 0.002232*x1263 + 0.004122*x1264 + 0.006019*x1265
        + 0.004747*x1266 + 0.007149*x1267 + 0.005378*x1268 + 0.005055*x1269
        + 0.003706*x1270 + 0.008262*x1271 + 0.006909*x1272 + 0.004913*x1273
        + 0.003529*x1274 + 0.006141*x1275 + 0.002345*x1276 + 0.003319*x1277
        + 0.003583*x1278 + 0.009702*x1279 + 0.00568*x1280 + 0.009044*x1281
        + 0.007595*x1282 + 0.009008*x1283 + 0.007758*x1284 + 0.004931*x1285
        + 0.003447*x1286 + 0.009567*x1287 + 0.007777*x1288 + 0.006799*x1289
        + 0.004454*x1290 + 0.003262*x1291 + 0.005307*x1292 + 0.009537*x1293
        + 0.003494*x1294 + 0.007429*x1295 + 0.005556*x1296 + 0.006241*x1297
        + 0.004578*x1298 + 0.008934*x1299 + 0.009296*x1300 + 0.006283*x1301
        + 0.007195*x1302 + 0.006205*x1303 + 0.009197*x1304 + 0.008724*x1305
        + 0.002346*x1306 + 0.009541*x1307 + 0.002044*x1308 + 0.003929*x1309
        + 0.009244*x1310 + 0.005723*x1311 + 0.002974*x1312 + 0.006839*x1313
        + 0.004731*x1314 + 0.008731*x1315 + 0.009769*x1316 + 0.006177*x1317
        + 0.008299*x1318 + 0.007546*x1319 + 0.002976*x1320 + 0.002753*x1321
        + 0.008808*x1322 + 0.006283*x1323 + 0.00229*x1324 + 0.002302*x1325
        + 0.003713*x1326 + 0.005846*x1327 + 0.006543*x1328 + 0.00629*x1329
        + 0.00478*x1330 + 0.005839*x1331 + 0.002574*x1332 + 0.009975*x1333
        + 0.002044*x1334 + 0.00977*x1335 + 0.008699*x1336 + 0.00239*x1337
        + 0.009312*x1338 + 0.008743*x1339 + 0.00432*x1340 + 0.008556*x1341
        + 0.004466*x1342 + 0.005293*x1343 + 0.005394*x1344 + 0.007197*x1345
        + 0.004025*x1346 + 0.005164*x1347 + 0.003374*x1348 + 0.002324*x1349
        + 0.00271*x1350 + 0.00435*x1351 + 0.003076*x1352 + 0.009518*x1353
        + 0.008633*x1354 + 0.003366*x1355 + 0.00982*x1356 + 0.002346*x1357
        + 0.007212*x1358 + 0.006363*x1359 + 0.006637*x1360 + 0.009992*x1361
        + 0.002202*x1362 + 0.00721*x1363 + 0.009967*x1364 + 0.002246*x1365
        + 0.006981*x1366 + 0.008666*x1367 + 0.002636*x1368 + 0.006293*x1369
        + 0.007409*x1370 + 0.004956*x1371 + 0.004848*x1372 + 0.009875*x1373
        + 0.008249*x1374 + 0.008242*x1375 + 0.007071*x1376 + 0.002274*x1377
        + 0.003406*x1378 + 0.008445*x1379 + 0.002597*x1380 + 0.004116*x1381
        + 0.002795*x1382 + 0.003674*x1383 + 0.003633*x1384 + 0.009429*x1385
        + 0.00504*x1386 + 0.003453*x1387 + 0.009775*x1388 + 0.002252*x1389
        + 0.007815*x1390 + 0.006411*x1391 + 0.002243*x1392 + 0.008017*x1393
        + 0.003622*x1394 + 0.00221*x1395 + 0.008262*x1396 + 0.008602*x1397
        + 0.008876*x1398 + 0.008898*x1399 + 0.004895*x1400 + 0.006284*x1401
        + 0.003854*x1402 + 0.007744*x1403 + 0.006159*x1404 + 0.002103*x1405
        + 0.005986*x1406 + 0.00323*x1407 + 0.002376*x1408 + 0.007392*x1409
        + 0.009675*x1410 + 0.002973*x1411 + 0.009508*x1412 + 0.00247*x1413
        + 0.004647*x1414 + 0.003141*x1415 + 0.009899*x1416 + 0.007687*x1417
        + 0.004594*x1418 + 0.009674*x1419 + 0.007938*x1420 + 0.002409*x1421
        + 0.006085*x1422 + 0.008182*x1423 + 0.008426*x1424 + 0.007706*x1425
        + 0.008391*x1426 + 0.006688*x1427 + 0.006309*x1428 + 0.007267*x1429
        + 0.005586*x1430 + 0.009204*x1431 + 0.003551*x1432 + 0.00744*x1433
        + 0.006948*x1434 + 0.00771*x1435 + 0.007543*x1436 + 0.002934*x1437
        + 0.00894*x1438 + 0.007919*x1439 + 0.008326*x1440 + 0.008615*x1441
        + 0.008893*x1442 + 0.007834*x1443 + 0.009086*x1444 + 0.00354*x1445
        + 0.008975*x1446 + 0.008985*x1447 + 0.009226*x1448 + 0.003568*x1449
        + 0.008658*x1450 + 0.007165*x1451 + 0.003977*x1452 + 0.004743*x1453
        + 0.005346*x1454 + 0.002403*x1455 + 0.002449*x1456 + 0.003738*x1457
        + 0.007091*x1458 + 0.006758*x1459 + 0.009005*x1460 + 0.002677*x1461
        + 0.005962*x1462 + 0.002556*x1463 + 0.008118*x1464 + 0.00291*x1465
        + 0.008266*x1466 + 0.005661*x1467 + 0.003844*x1468 + 0.007207*x1469
        + 0.00358*x1470 + 0.00217*x1471 + 0.005822*x1472 + 0.002473*x1473
        + 0.008004*x1474 + 0.004908*x1475 + 0.004012*x1476 + 0.006979*x1477
        + 0.003893*x1478 + 0.003238*x1479 + 0.008547*x1480 + 0.002551*x1481
        + 0.008403*x1482 + 0.002524*x1483 + 0.005294*x1484 + 0.003749*x1485
        + 0.002927*x1486 + 0.005743*x1487 + 0.005487*x1488 + 0.008018*x1489
        + 0.002501*x1490 + 0.004492*x1491 + 0.008696*x1492 + 0.006464*x1493
        + 0.005048*x1494 + 0.006813*x1495 + 0.007374*x1496 + 0.003315*x1497
        + 0.002474*x1498 + 0.009218*x1499 + 0.008521*x1500 + 0.004054*x1501
        + 0.009388*x1502 + 0.004344*x1503 + 0.004527*x1504 + 0.007393*x1505
        + 0.007252*x1506 + 0.006539*x1507 + 0.004372*x1508 + 0.009144*x1509
        + 0.007777*x1510 + 0.002919*x1511 + 0.009695*x1512 + 0.00618*x1513
        + 0.003443*x1514 + 0.004989*x1515 + 0.00793*x1516 + 0.00437*x1517
        + 0.008733*x1518 + 0.003417*x1519 + 0.002388*x1520 + 0.009234*x1521
        + 0.005909*x1522 + 0.009084*x1523 + 0.005698*x1524 + 0.008957*x1525
        + 0.005897*x1526 + 0.003071*x1527 + 0.002271*x1528 + 0.006371*x1529
        + 0.002289*x1530 + 0.008792*x1531 + 0.008425*x1532 + 0.009678*x1533
        + 0.003136*x1534 + 0.002951*x1535 + 0.007071*x1536 + 0.008387*x1537
        + 0.00749*x1538 + 0.009442*x1539 + 0.007532*x1540 + 0.005267*x1541
        + 0.002361*x1542 + 0.007227*x1543 + 0.009448*x1544 + 0.003804*x1545
        + 0.002216*x1546 + 0.007377*x1547 + 0.006174*x1548 + 0.008949*x1549
        + 0.008794*x1550 + 0.006563*x1551 + 0.008183*x1552 + 0.004703*x1553
        + 0.005646*x1554 + 0.00388*x1555 + 0.003659*x1556 + 0.009543*x1557
        + 0.004952*x1558 + 0.00393*x1559 + 0.005914*x1560 + 0.005241*x1561
        + 0.002723*x1562 + 0.004339*x1563 + 0.004919*x1564 + 0.003859*x1565
        + 0.00529*x1566 + 0.00999*x1567 + 0.002246*x1568 + 0.00278*x1569
        + 0.009432*x1570 + 0.007778*x1571 + 0.006048*x1572 + 0.009793*x1573
        + 0.005005*x1574 + 0.005496*x1575 + 0.003598*x1576 + 0.005221*x1577
        + 0.002873*x1578 + 0.007772*x1579 + 0.00417*x1580 + 0.009667*x1581
        + 0.004334*x1582 + 0.002352*x1583 + 0.00437*x1584 + 0.007981*x1585
        + 0.004233*x1586 + 0.006029*x1587 + 0.007524*x1588 + 0.007185*x1589
        + 0.00796*x1590 + 0.003438*x1591 + 0.002426*x1592 + 0.008682*x1593
        + 0.005776*x1594 + 0.005345*x1595 + 0.002541*x1596 + 0.009067*x1597
        + 0.005335*x1598 + 0.002787*x1599 + 0.009847*x1600 + 0.004767*x1601
        =G= 0.008564;

e803..    x1202 + x1203 + x1204 + x1205 + x1206 + x1207 + x1208 + x1209 + x1210
        + x1211 + x1212 + x1213 + x1214 + x1215 + x1216 + x1217 + x1218 + x1219
        + x1220 + x1221 + x1222 + x1223 + x1224 + x1225 + x1226 + x1227 + x1228
        + x1229 + x1230 + x1231 + x1232 + x1233 + x1234 + x1235 + x1236 + x1237
        + x1238 + x1239 + x1240 + x1241 + x1242 + x1243 + x1244 + x1245 + x1246
        + x1247 + x1248 + x1249 + x1250 + x1251 + x1252 + x1253 + x1254 + x1255
        + x1256 + x1257 + x1258 + x1259 + x1260 + x1261 + x1262 + x1263 + x1264
        + x1265 + x1266 + x1267 + x1268 + x1269 + x1270 + x1271 + x1272 + x1273
        + x1274 + x1275 + x1276 + x1277 + x1278 + x1279 + x1280 + x1281 + x1282
        + x1283 + x1284 + x1285 + x1286 + x1287 + x1288 + x1289 + x1290 + x1291
        + x1292 + x1293 + x1294 + x1295 + x1296 + x1297 + x1298 + x1299 + x1300
        + x1301 + x1302 + x1303 + x1304 + x1305 + x1306 + x1307 + x1308 + x1309
        + x1310 + x1311 + x1312 + x1313 + x1314 + x1315 + x1316 + x1317 + x1318
        + x1319 + x1320 + x1321 + x1322 + x1323 + x1324 + x1325 + x1326 + x1327
        + x1328 + x1329 + x1330 + x1331 + x1332 + x1333 + x1334 + x1335 + x1336
        + x1337 + x1338 + x1339 + x1340 + x1341 + x1342 + x1343 + x1344 + x1345
        + x1346 + x1347 + x1348 + x1349 + x1350 + x1351 + x1352 + x1353 + x1354
        + x1355 + x1356 + x1357 + x1358 + x1359 + x1360 + x1361 + x1362 + x1363
        + x1364 + x1365 + x1366 + x1367 + x1368 + x1369 + x1370 + x1371 + x1372
        + x1373 + x1374 + x1375 + x1376 + x1377 + x1378 + x1379 + x1380 + x1381
        + x1382 + x1383 + x1384 + x1385 + x1386 + x1387 + x1388 + x1389 + x1390
        + x1391 + x1392 + x1393 + x1394 + x1395 + x1396 + x1397 + x1398 + x1399
        + x1400 + x1401 + x1402 + x1403 + x1404 + x1405 + x1406 + x1407 + x1408
        + x1409 + x1410 + x1411 + x1412 + x1413 + x1414 + x1415 + x1416 + x1417
        + x1418 + x1419 + x1420 + x1421 + x1422 + x1423 + x1424 + x1425 + x1426
        + x1427 + x1428 + x1429 + x1430 + x1431 + x1432 + x1433 + x1434 + x1435
        + x1436 + x1437 + x1438 + x1439 + x1440 + x1441 + x1442 + x1443 + x1444
        + x1445 + x1446 + x1447 + x1448 + x1449 + x1450 + x1451 + x1452 + x1453
        + x1454 + x1455 + x1456 + x1457 + x1458 + x1459 + x1460 + x1461 + x1462
        + x1463 + x1464 + x1465 + x1466 + x1467 + x1468 + x1469 + x1470 + x1471
        + x1472 + x1473 + x1474 + x1475 + x1476 + x1477 + x1478 + x1479 + x1480
        + x1481 + x1482 + x1483 + x1484 + x1485 + x1486 + x1487 + x1488 + x1489
        + x1490 + x1491 + x1492 + x1493 + x1494 + x1495 + x1496 + x1497 + x1498
        + x1499 + x1500 + x1501 + x1502 + x1503 + x1504 + x1505 + x1506 + x1507
        + x1508 + x1509 + x1510 + x1511 + x1512 + x1513 + x1514 + x1515 + x1516
        + x1517 + x1518 + x1519 + x1520 + x1521 + x1522 + x1523 + x1524 + x1525
        + x1526 + x1527 + x1528 + x1529 + x1530 + x1531 + x1532 + x1533 + x1534
        + x1535 + x1536 + x1537 + x1538 + x1539 + x1540 + x1541 + x1542 + x1543
        + x1544 + x1545 + x1546 + x1547 + x1548 + x1549 + x1550 + x1551 + x1552
        + x1553 + x1554 + x1555 + x1556 + x1557 + x1558 + x1559 + x1560 + x1561
        + x1562 + x1563 + x1564 + x1565 + x1566 + x1567 + x1568 + x1569 + x1570
        + x1571 + x1572 + x1573 + x1574 + x1575 + x1576 + x1577 + x1578 + x1579
        + x1580 + x1581 + x1582 + x1583 + x1584 + x1585 + x1586 + x1587 + x1588
        + x1589 + x1590 + x1591 + x1592 + x1593 + x1594 + x1595 + x1596 + x1597
        + x1598 + x1599 + x1600 + x1601 =E= 1;

e804..    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 + b217 + b218
        + b219 + b220 + b221 + b222 + b223 + b224 + b225 + b226 + b227 + b228
        + b229 + b230 + b231 + b232 + b233 + b234 + b235 + b236 + b237 + b238
        + b239 + b240 + b241 + b242 + b243 + b244 + b245 + b246 + b247 + b248
        + b249 + b250 + b251 + b252 + b253 + b254 + b255 + b256 + b257 + b258
        + b259 + b260 + b261 + b262 + b263 + b264 + b265 + b266 + b267 + b268
        + b269 + b270 + b271 + b272 + b273 + b274 + b275 + b276 + b277 + b278
        + b279 + b280 + b281 + b282 + b283 + b284 + b285 + b286 + b287 + b288
        + b289 + b290 + b291 + b292 + b293 + b294 + b295 + b296 + b297 + b298
        + b299 + b300 + b301 + b302 + b303 + b304 + b305 + b306 + b307 + b308
        + b309 + b310 + b311 + b312 + b313 + b314 + b315 + b316 + b317 + b318
        + b319 + b320 + b321 + b322 + b323 + b324 + b325 + b326 + b327 + b328
        + b329 + b330 + b331 + b332 + b333 + b334 + b335 + b336 + b337 + b338
        + b339 + b340 + b341 + b342 + b343 + b344 + b345 + b346 + b347 + b348
        + b349 + b350 + b351 + b352 + b353 + b354 + b355 + b356 + b357 + b358
        + b359 + b360 + b361 + b362 + b363 + b364 + b365 + b366 + b367 + b368
        + b369 + b370 + b371 + b372 + b373 + b374 + b375 + b376 + b377 + b378
        + b379 + b380 + b381 + b382 + b383 + b384 + b385 + b386 + b387 + b388
        + b389 + b390 + b391 + b392 + b393 + b394 + b395 + b396 + b397 + b398
        + b399 + b400 + b401 =L= 400;

e805..  - 0.30249199*b2 + x402 =L= 0;

e806..  - 0.30118895*b3 + x403 =L= 0;

e807..  - 0.32374209*b4 + x404 =L= 0;

e808..  - 0.26653615*b5 + x405 =L= 0;

e809..  - 0.28435617*b6 + x406 =L= 0;

e810..  - 0.31732605*b7 + x407 =L= 0;

e811..  - 0.26636275*b8 + x408 =L= 0;

e812..  - 0.2882901*b9 + x409 =L= 0;

e813..  - 0.32152805*b10 + x410 =L= 0;

e814..  - 0.29427644*b11 + x411 =L= 0;

e815..  - 0.2865099*b12 + x412 =L= 0;

e816..  - 0.30760224*b13 + x413 =L= 0;

e817..  - 0.29193834*b14 + x414 =L= 0;

e818..  - 0.29417363*b15 + x415 =L= 0;

e819..  - 0.30444019*b16 + x416 =L= 0;

e820..  - 0.29642212*b17 + x417 =L= 0;

e821..  - 0.27033101*b18 + x418 =L= 0;

e822..  - 0.29867896*b19 + x419 =L= 0;

e823..  - 0.30750495*b20 + x420 =L= 0;

e824..  - 0.31472849*b21 + x421 =L= 0;

e825..  - 0.30156201*b22 + x422 =L= 0;

e826..  - 0.32701841*b23 + x423 =L= 0;

e827..  - 0.32551154*b24 + x424 =L= 0;

e828..  - 0.28937005*b25 + x425 =L= 0;

e829..  - 0.33018*b26 + x426 =L= 0;

e830..  - 0.29320087*b27 + x427 =L= 0;

e831..  - 0.33050337*b28 + x428 =L= 0;

e832..  - 0.26491782*b29 + x429 =L= 0;

e833..  - 0.27716764*b30 + x430 =L= 0;

e834..  - 0.2688093*b31 + x431 =L= 0;

e835..  - 0.27810867*b32 + x432 =L= 0;

e836..  - 0.27965963*b33 + x433 =L= 0;

e837..  - 0.31999825*b34 + x434 =L= 0;

e838..  - 0.25185076*b35 + x435 =L= 0;

e839..  - 0.29619579*b36 + x436 =L= 0;

e840..  - 0.30435442*b37 + x437 =L= 0;

e841..  - 0.31917682*b38 + x438 =L= 0;

e842..  - 0.31255853*b39 + x439 =L= 0;

e843..  - 0.29264453*b40 + x440 =L= 0;

e844..  - 0.29070488*b41 + x441 =L= 0;

e845..  - 0.30683497*b42 + x442 =L= 0;

e846..  - 0.27915441*b43 + x443 =L= 0;

e847..  - 0.29830712*b44 + x444 =L= 0;

e848..  - 0.29877331*b45 + x445 =L= 0;

e849..  - 0.32332806*b46 + x446 =L= 0;

e850..  - 0.30274731*b47 + x447 =L= 0;

e851..  - 0.29519544*b48 + x448 =L= 0;

e852..  - 0.29365906*b49 + x449 =L= 0;

e853..  - 0.30142627*b50 + x450 =L= 0;

e854..  - 0.30270039*b51 + x451 =L= 0;

e855..  - 0.30838755*b52 + x452 =L= 0;

e856..  - 0.30298828*b53 + x453 =L= 0;

e857..  - 0.27971879*b54 + x454 =L= 0;

e858..  - 0.28389909*b55 + x455 =L= 0;

e859..  - 0.29235835*b56 + x456 =L= 0;

e860..  - 0.3098988*b57 + x457 =L= 0;

e861..  - 0.32709996*b58 + x458 =L= 0;

e862..  - 0.3228617*b59 + x459 =L= 0;

e863..  - 0.27481662*b60 + x460 =L= 0;

e864..  - 0.3042676*b61 + x461 =L= 0;

e865..  - 0.29167101*b62 + x462 =L= 0;

e866..  - 0.30292529*b63 + x463 =L= 0;

e867..  - 0.28392724*b64 + x464 =L= 0;

e868..  - 0.31166926*b65 + x465 =L= 0;

e869..  - 0.30477605*b66 + x466 =L= 0;

e870..  - 0.28012302*b67 + x467 =L= 0;

e871..  - 0.26602367*b68 + x468 =L= 0;

e872..  - 0.32395287*b69 + x469 =L= 0;

e873..  - 0.34268155*b70 + x470 =L= 0;

e874..  - 0.2586682*b71 + x471 =L= 0;

e875..  - 0.31465775*b72 + x472 =L= 0;

e876..  - 0.29951653*b73 + x473 =L= 0;

e877..  - 0.28782263*b74 + x474 =L= 0;

e878..  - 0.31296487*b75 + x475 =L= 0;

e879..  - 0.29828984*b76 + x476 =L= 0;

e880..  - 0.31115067*b77 + x477 =L= 0;

e881..  - 0.31571217*b78 + x478 =L= 0;

e882..  - 0.29348527*b79 + x479 =L= 0;

e883..  - 0.30480973*b80 + x480 =L= 0;

e884..  - 0.31713844*b81 + x481 =L= 0;

e885..  - 0.29618566*b82 + x482 =L= 0;

e886..  - 0.31319729*b83 + x483 =L= 0;

e887..  - 0.27012673*b84 + x484 =L= 0;

e888..  - 0.32590446*b85 + x485 =L= 0;

e889..  - 0.29709639*b86 + x486 =L= 0;

e890..  - 0.31248507*b87 + x487 =L= 0;

e891..  - 0.28580325*b88 + x488 =L= 0;

e892..  - 0.32419635*b89 + x489 =L= 0;

e893..  - 0.28534677*b90 + x490 =L= 0;

e894..  - 0.31061986*b91 + x491 =L= 0;

e895..  - 0.32846394*b92 + x492 =L= 0;

e896..  - 0.27701779*b93 + x493 =L= 0;

e897..  - 0.31354515*b94 + x494 =L= 0;

e898..  - 0.31239118*b95 + x495 =L= 0;

e899..  - 0.28868704*b96 + x496 =L= 0;

e900..  - 0.3183212*b97 + x497 =L= 0;

e901..  - 0.2925142*b98 + x498 =L= 0;

e902..  - 0.30471072*b99 + x499 =L= 0;

e903..  - 0.29227408*b100 + x500 =L= 0;

e904..  - 0.28519575*b101 + x501 =L= 0;

e905..  - 0.31337892*b102 + x502 =L= 0;

e906..  - 0.30693183*b103 + x503 =L= 0;

e907..  - 0.28471227*b104 + x504 =L= 0;

e908..  - 0.30120155*b105 + x505 =L= 0;

e909..  - 0.26989669*b106 + x506 =L= 0;

e910..  - 0.2830021*b107 + x507 =L= 0;

e911..  - 0.31235223*b108 + x508 =L= 0;

e912..  - 0.28560885*b109 + x509 =L= 0;

e913..  - 0.32648739*b110 + x510 =L= 0;

e914..  - 0.26716196*b111 + x511 =L= 0;

e915..  - 0.3027473*b112 + x512 =L= 0;

e916..  - 0.27267305*b113 + x513 =L= 0;

e917..  - 0.28035925*b114 + x514 =L= 0;

e918..  - 0.32287403*b115 + x515 =L= 0;

e919..  - 0.2985775*b116 + x516 =L= 0;

e920..  - 0.32745563*b117 + x517 =L= 0;

e921..  - 0.28535911*b118 + x518 =L= 0;

e922..  - 0.28438075*b119 + x519 =L= 0;

e923..  - 0.30165197*b120 + x520 =L= 0;

e924..  - 0.27070588*b121 + x521 =L= 0;

e925..  - 0.29500061*b122 + x522 =L= 0;

e926..  - 0.28011593*b123 + x523 =L= 0;

e927..  - 0.29772367*b124 + x524 =L= 0;

e928..  - 0.30854577*b125 + x525 =L= 0;

e929..  - 0.29250711*b126 + x526 =L= 0;

e930..  - 0.2864107*b127 + x527 =L= 0;

e931..  - 0.32686698*b128 + x528 =L= 0;

e932..  - 0.3350213*b129 + x529 =L= 0;

e933..  - 0.34112142*b130 + x530 =L= 0;

e934..  - 0.31914106*b131 + x531 =L= 0;

e935..  - 0.27021704*b132 + x532 =L= 0;

e936..  - 0.30450035*b133 + x533 =L= 0;

e937..  - 0.32607288*b134 + x534 =L= 0;

e938..  - 0.30492932*b135 + x535 =L= 0;

e939..  - 0.3057019*b136 + x536 =L= 0;

e940..  - 0.29596957*b137 + x537 =L= 0;

e941..  - 0.28793142*b138 + x538 =L= 0;

e942..  - 0.31805412*b139 + x539 =L= 0;

e943..  - 0.28157843*b140 + x540 =L= 0;

e944..  - 0.26441881*b141 + x541 =L= 0;

e945..  - 0.28521608*b142 + x542 =L= 0;

e946..  - 0.28432573*b143 + x543 =L= 0;

e947..  - 0.28709186*b144 + x544 =L= 0;

e948..  - 0.26557533*b145 + x545 =L= 0;

e949..  - 0.30719975*b146 + x546 =L= 0;

e950..  - 0.33566936*b147 + x547 =L= 0;

e951..  - 0.34303096*b148 + x548 =L= 0;

e952..  - 0.29255886*b149 + x549 =L= 0;

e953..  - 0.3200501*b150 + x550 =L= 0;

e954..  - 0.29468294*b151 + x551 =L= 0;

e955..  - 0.31326474*b152 + x552 =L= 0;

e956..  - 0.31505073*b153 + x553 =L= 0;

e957..  - 0.32479887*b154 + x554 =L= 0;

e958..  - 0.26098839*b155 + x555 =L= 0;

e959..  - 0.32359649*b156 + x556 =L= 0;

e960..  - 0.26730597*b157 + x557 =L= 0;

e961..  - 0.2973991*b158 + x558 =L= 0;

e962..  - 0.30046347*b159 + x559 =L= 0;

e963..  - 0.30232728*b160 + x560 =L= 0;

e964..  - 0.33852052*b161 + x561 =L= 0;

e965..  - 0.26960453*b162 + x562 =L= 0;

e966..  - 0.32254432*b163 + x563 =L= 0;

e967..  - 0.29302087*b164 + x564 =L= 0;

e968..  - 0.3456774*b165 + x565 =L= 0;

e969..  - 0.32747364*b166 + x566 =L= 0;

e970..  - 0.29872277*b167 + x567 =L= 0;

e971..  - 0.34164697*b168 + x568 =L= 0;

e972..  - 0.26540506*b169 + x569 =L= 0;

e973..  - 0.26677689*b170 + x570 =L= 0;

e974..  - 0.2732254*b171 + x571 =L= 0;

e975..  - 0.27982388*b172 + x572 =L= 0;

e976..  - 0.30199298*b173 + x573 =L= 0;

e977..  - 0.30755113*b174 + x574 =L= 0;

e978..  - 0.26691574*b175 + x575 =L= 0;

e979..  - 0.31756831*b176 + x576 =L= 0;

e980..  - 0.31475088*b177 + x577 =L= 0;

e981..  - 0.25258509*b178 + x578 =L= 0;

e982..  - 0.31059928*b179 + x579 =L= 0;

e983..  - 0.30730974*b180 + x580 =L= 0;

e984..  - 0.3226352*b181 + x581 =L= 0;

e985..  - 0.30528222*b182 + x582 =L= 0;

e986..  - 0.32057447*b183 + x583 =L= 0;

e987..  - 0.28768593*b184 + x584 =L= 0;

e988..  - 0.28008108*b185 + x585 =L= 0;

e989..  - 0.28156287*b186 + x586 =L= 0;

e990..  - 0.31128241*b187 + x587 =L= 0;

e991..  - 0.29738706*b188 + x588 =L= 0;

e992..  - 0.32896197*b189 + x589 =L= 0;

e993..  - 0.31174589*b190 + x590 =L= 0;

e994..  - 0.29971434*b191 + x591 =L= 0;

e995..  - 0.31748249*b192 + x592 =L= 0;

e996..  - 0.28135041*b193 + x593 =L= 0;

e997..  - 0.27225866*b194 + x594 =L= 0;

e998..  - 0.31050337*b195 + x595 =L= 0;

e999..  - 0.27702781*b196 + x596 =L= 0;

e1000..  - 0.2997323*b197 + x597 =L= 0;

e1001..  - 0.30922614*b198 + x598 =L= 0;

e1002..  - 0.26867479*b199 + x599 =L= 0;

e1003..  - 0.26513737*b200 + x600 =L= 0;

e1004..  - 0.32600303*b201 + x601 =L= 0;

e1005..  - 0.29190018*b202 + x602 =L= 0;

e1006..  - 0.29496124*b203 + x603 =L= 0;

e1007..  - 0.27799601*b204 + x604 =L= 0;

e1008..  - 0.29945131*b205 + x605 =L= 0;

e1009..  - 0.31187698*b206 + x606 =L= 0;

e1010..  - 0.29556432*b207 + x607 =L= 0;

e1011..  - 0.31420219*b208 + x608 =L= 0;

e1012..  - 0.31446207*b209 + x609 =L= 0;

e1013..  - 0.30616359*b210 + x610 =L= 0;

e1014..  - 0.27151194*b211 + x611 =L= 0;

e1015..  - 0.28709727*b212 + x612 =L= 0;

e1016..  - 0.31144582*b213 + x613 =L= 0;

e1017..  - 0.29208641*b214 + x614 =L= 0;

e1018..  - 0.3247832*b215 + x615 =L= 0;

e1019..  - 0.2915269*b216 + x616 =L= 0;

e1020..  - 0.27364928*b217 + x617 =L= 0;

e1021..  - 0.28606561*b218 + x618 =L= 0;

e1022..  - 0.28891396*b219 + x619 =L= 0;

e1023..  - 0.30261125*b220 + x620 =L= 0;

e1024..  - 0.29781149*b221 + x621 =L= 0;

e1025..  - 0.28862829*b222 + x622 =L= 0;

e1026..  - 0.27009374*b223 + x623 =L= 0;

e1027..  - 0.32916189*b224 + x624 =L= 0;

e1028..  - 0.31088695*b225 + x625 =L= 0;

e1029..  - 0.28059712*b226 + x626 =L= 0;

e1030..  - 0.25618971*b227 + x627 =L= 0;

e1031..  - 0.31061924*b228 + x628 =L= 0;

e1032..  - 0.28982326*b229 + x629 =L= 0;

e1033..  - 0.27486449*b230 + x630 =L= 0;

e1034..  - 0.32575661*b231 + x631 =L= 0;

e1035..  - 0.2658263*b232 + x632 =L= 0;

e1036..  - 0.31676468*b233 + x633 =L= 0;

e1037..  - 0.27071785*b234 + x634 =L= 0;

e1038..  - 0.2938223*b235 + x635 =L= 0;

e1039..  - 0.31621599*b236 + x636 =L= 0;

e1040..  - 0.28259483*b237 + x637 =L= 0;

e1041..  - 0.33938662*b238 + x638 =L= 0;

e1042..  - 0.28041818*b239 + x639 =L= 0;

e1043..  - 0.2970569*b240 + x640 =L= 0;

e1044..  - 0.29555022*b241 + x641 =L= 0;

e1045..  - 0.30193012*b242 + x642 =L= 0;

e1046..  - 0.28415417*b243 + x643 =L= 0;

e1047..  - 0.25699603*b244 + x644 =L= 0;

e1048..  - 0.29401652*b245 + x645 =L= 0;

e1049..  - 0.25893737*b246 + x646 =L= 0;

e1050..  - 0.29852293*b247 + x647 =L= 0;

e1051..  - 0.3176658*b248 + x648 =L= 0;

e1052..  - 0.29500298*b249 + x649 =L= 0;

e1053..  - 0.2874369*b250 + x650 =L= 0;

e1054..  - 0.27027704*b251 + x651 =L= 0;

e1055..  - 0.29281447*b252 + x652 =L= 0;

e1056..  - 0.32606519*b253 + x653 =L= 0;

e1057..  - 0.2903708*b254 + x654 =L= 0;

e1058..  - 0.32197637*b255 + x655 =L= 0;

e1059..  - 0.28695214*b256 + x656 =L= 0;

e1060..  - 0.27096791*b257 + x657 =L= 0;

e1061..  - 0.32816607*b258 + x658 =L= 0;

e1062..  - 0.29757138*b259 + x659 =L= 0;

e1063..  - 0.26079117*b260 + x660 =L= 0;

e1064..  - 0.30303057*b261 + x661 =L= 0;

e1065..  - 0.27332799*b262 + x662 =L= 0;

e1066..  - 0.27661746*b263 + x663 =L= 0;

e1067..  - 0.31979525*b264 + x664 =L= 0;

e1068..  - 0.29404584*b265 + x665 =L= 0;

e1069..  - 0.32043977*b266 + x666 =L= 0;

e1070..  - 0.28601124*b267 + x667 =L= 0;

e1071..  - 0.32664067*b268 + x668 =L= 0;

e1072..  - 0.30982639*b269 + x669 =L= 0;

e1073..  - 0.26642943*b270 + x670 =L= 0;

e1074..  - 0.32369757*b271 + x671 =L= 0;

e1075..  - 0.30537661*b272 + x672 =L= 0;

e1076..  - 0.31835954*b273 + x673 =L= 0;

e1077..  - 0.30785175*b274 + x674 =L= 0;

e1078..  - 0.31237265*b275 + x675 =L= 0;

e1079..  - 0.26237606*b276 + x676 =L= 0;

e1080..  - 0.31678912*b277 + x677 =L= 0;

e1081..  - 0.26089559*b278 + x678 =L= 0;

e1082..  - 0.33004186*b279 + x679 =L= 0;

e1083..  - 0.26179208*b280 + x680 =L= 0;

e1084..  - 0.29833248*b281 + x681 =L= 0;

e1085..  - 0.3003189*b282 + x682 =L= 0;

e1086..  - 0.30460655*b283 + x683 =L= 0;

e1087..  - 0.32439767*b284 + x684 =L= 0;

e1088..  - 0.3406897*b285 + x685 =L= 0;

e1089..  - 0.32658292*b286 + x686 =L= 0;

e1090..  - 0.3113498*b287 + x687 =L= 0;

e1091..  - 0.31165761*b288 + x688 =L= 0;

e1092..  - 0.30474899*b289 + x689 =L= 0;

e1093..  - 0.30892118*b290 + x690 =L= 0;

e1094..  - 0.27244878*b291 + x691 =L= 0;

e1095..  - 0.25777956*b292 + x692 =L= 0;

e1096..  - 0.33224918*b293 + x693 =L= 0;

e1097..  - 0.29906624*b294 + x694 =L= 0;

e1098..  - 0.32757481*b295 + x695 =L= 0;

e1099..  - 0.32629502*b296 + x696 =L= 0;

e1100..  - 0.319506*b297 + x697 =L= 0;

e1101..  - 0.31358606*b298 + x698 =L= 0;

e1102..  - 0.30293569*b299 + x699 =L= 0;

e1103..  - 0.27933239*b300 + x700 =L= 0;

e1104..  - 0.28001548*b301 + x701 =L= 0;

e1105..  - 0.27663326*b302 + x702 =L= 0;

e1106..  - 0.284709*b303 + x703 =L= 0;

e1107..  - 0.29837501*b304 + x704 =L= 0;

e1108..  - 0.334485*b305 + x705 =L= 0;

e1109..  - 0.29708165*b306 + x706 =L= 0;

e1110..  - 0.31075108*b307 + x707 =L= 0;

e1111..  - 0.30127412*b308 + x708 =L= 0;

e1112..  - 0.25797723*b309 + x709 =L= 0;

e1113..  - 0.29079293*b310 + x710 =L= 0;

e1114..  - 0.3130662*b311 + x711 =L= 0;

e1115..  - 0.30630971*b312 + x712 =L= 0;

e1116..  - 0.34111183*b313 + x713 =L= 0;

e1117..  - 0.31767275*b314 + x714 =L= 0;

e1118..  - 0.28070738*b315 + x715 =L= 0;

e1119..  - 0.33180152*b316 + x716 =L= 0;

e1120..  - 0.29425567*b317 + x717 =L= 0;

e1121..  - 0.29205718*b318 + x718 =L= 0;

e1122..  - 0.29345913*b319 + x719 =L= 0;

e1123..  - 0.29900466*b320 + x720 =L= 0;

e1124..  - 0.30097837*b321 + x721 =L= 0;

e1125..  - 0.3159079*b322 + x722 =L= 0;

e1126..  - 0.30678422*b323 + x723 =L= 0;

e1127..  - 0.28322755*b324 + x724 =L= 0;

e1128..  - 0.31497414*b325 + x725 =L= 0;

e1129..  - 0.28435902*b326 + x726 =L= 0;

e1130..  - 0.25952257*b327 + x727 =L= 0;

e1131..  - 0.33448014*b328 + x728 =L= 0;

e1132..  - 0.29794508*b329 + x729 =L= 0;

e1133..  - 0.31245826*b330 + x730 =L= 0;

e1134..  - 0.31381253*b331 + x731 =L= 0;

e1135..  - 0.27796056*b332 + x732 =L= 0;

e1136..  - 0.28909152*b333 + x733 =L= 0;

e1137..  - 0.29852153*b334 + x734 =L= 0;

e1138..  - 0.27633558*b335 + x735 =L= 0;

e1139..  - 0.32357652*b336 + x736 =L= 0;

e1140..  - 0.29560318*b337 + x737 =L= 0;

e1141..  - 0.33708665*b338 + x738 =L= 0;

e1142..  - 0.27485064*b339 + x739 =L= 0;

e1143..  - 0.30358042*b340 + x740 =L= 0;

e1144..  - 0.27787958*b341 + x741 =L= 0;

e1145..  - 0.28791685*b342 + x742 =L= 0;

e1146..  - 0.25989012*b343 + x743 =L= 0;

e1147..  - 0.26899142*b344 + x744 =L= 0;

e1148..  - 0.3055896*b345 + x745 =L= 0;

e1149..  - 0.29059749*b346 + x746 =L= 0;

e1150..  - 0.30079294*b347 + x747 =L= 0;

e1151..  - 0.29984527*b348 + x748 =L= 0;

e1152..  - 0.28265468*b349 + x749 =L= 0;

e1153..  - 0.29425207*b350 + x750 =L= 0;

e1154..  - 0.29884992*b351 + x751 =L= 0;

e1155..  - 0.28363304*b352 + x752 =L= 0;

e1156..  - 0.31015998*b353 + x753 =L= 0;

e1157..  - 0.30563413*b354 + x754 =L= 0;

e1158..  - 0.3168606*b355 + x755 =L= 0;

e1159..  - 0.27513412*b356 + x756 =L= 0;

e1160..  - 0.28999317*b357 + x757 =L= 0;

e1161..  - 0.32638318*b358 + x758 =L= 0;

e1162..  - 0.25961426*b359 + x759 =L= 0;

e1163..  - 0.33793825*b360 + x760 =L= 0;

e1164..  - 0.28884143*b361 + x761 =L= 0;

e1165..  - 0.32342679*b362 + x762 =L= 0;

e1166..  - 0.26589881*b363 + x763 =L= 0;

e1167..  - 0.32793296*b364 + x764 =L= 0;

e1168..  - 0.32194832*b365 + x765 =L= 0;

e1169..  - 0.29223438*b366 + x766 =L= 0;

e1170..  - 0.30150948*b367 + x767 =L= 0;

e1171..  - 0.2675515*b368 + x768 =L= 0;

e1172..  - 0.27932104*b369 + x769 =L= 0;

e1173..  - 0.27636012*b370 + x770 =L= 0;

e1174..  - 0.32113192*b371 + x771 =L= 0;

e1175..  - 0.30720062*b372 + x772 =L= 0;

e1176..  - 0.26427696*b373 + x773 =L= 0;

e1177..  - 0.33102204*b374 + x774 =L= 0;

e1178..  - 0.27619203*b375 + x775 =L= 0;

e1179..  - 0.26986655*b376 + x776 =L= 0;

e1180..  - 0.27161954*b377 + x777 =L= 0;

e1181..  - 0.27698497*b378 + x778 =L= 0;

e1182..  - 0.31971182*b379 + x779 =L= 0;

e1183..  - 0.30427422*b380 + x780 =L= 0;

e1184..  - 0.32123705*b381 + x781 =L= 0;

e1185..  - 0.31856173*b382 + x782 =L= 0;

e1186..  - 0.33790726*b383 + x783 =L= 0;

e1187..  - 0.28139702*b384 + x784 =L= 0;

e1188..  - 0.27419588*b385 + x785 =L= 0;

e1189..  - 0.30476786*b386 + x786 =L= 0;

e1190..  - 0.30653114*b387 + x787 =L= 0;

e1191..  - 0.26418904*b388 + x788 =L= 0;

e1192..  - 0.28115103*b389 + x789 =L= 0;

e1193..  - 0.31614541*b390 + x790 =L= 0;

e1194..  - 0.30212728*b391 + x791 =L= 0;

e1195..  - 0.26999247*b392 + x792 =L= 0;

e1196..  - 0.2895722*b393 + x793 =L= 0;

e1197..  - 0.26802609*b394 + x794 =L= 0;

e1198..  - 0.29792542*b395 + x795 =L= 0;

e1199..  - 0.26152053*b396 + x796 =L= 0;

e1200..  - 0.31026048*b397 + x797 =L= 0;

e1201..  - 0.2994349*b398 + x798 =L= 0;

e1202..  - 0.27907204*b399 + x799 =L= 0;

e1203..  - 0.28958152*b400 + x800 =L= 0;

e1204..  - 0.27579502*b401 + x801 =L= 0;

e1205..  - 0.07516041*b2 - x402 + x1202 =E= 0;

e1206..  - 0.10665877*b3 - x403 + x1203 =E= 0;

e1207..  - 0.09723836*b4 - x404 + x1204 =E= 0;

e1208..  - 0.12357284*b5 - x405 + x1205 =E= 0;

e1209..  - 0.12030514*b6 - x406 + x1206 =E= 0;

e1210..  - 0.08394266*b7 - x407 + x1207 =E= 0;

e1211..  - 0.11535305*b8 - x408 + x1208 =E= 0;

e1212..  - 0.10878431*b9 - x409 + x1209 =E= 0;

e1213..  - 0.0834862*b10 - x410 + x1210 =E= 0;

e1214..  - 0.10267235*b11 - x411 + x1211 =E= 0;

e1215..  - 0.11969227*b12 - x412 + x1212 =E= 0;

e1216..  - 0.10279458*b13 - x413 + x1213 =E= 0;

e1217..  - 0.11443439*b14 - x414 + x1214 =E= 0;

e1218..  - 0.10649943*b15 - x415 + x1215 =E= 0;

e1219..  - 0.08696567*b16 - x416 + x1216 =E= 0;

e1220..  - 0.09081741*b17 - x417 + x1217 =E= 0;

e1221..  - 0.11160914*b18 - x418 + x1218 =E= 0;

e1222..  - 0.08984283*b19 - x419 + x1219 =E= 0;

e1223..  - 0.07739793*b20 - x420 + x1220 =E= 0;

e1224..  - 0.09104897*b21 - x421 + x1221 =E= 0;

e1225..  - 0.09254203*b22 - x422 + x1222 =E= 0;

e1226..  - 0.09356152*b23 - x423 + x1223 =E= 0;

e1227..  - 0.07909036*b24 - x424 + x1224 =E= 0;

e1228..  - 0.09823068*b25 - x425 + x1225 =E= 0;

e1229..  - 0.08039182*b26 - x426 + x1226 =E= 0;

e1230..  - 0.11114395*b27 - x427 + x1227 =E= 0;

e1231..  - 0.08421647*b28 - x428 + x1228 =E= 0;

e1232..  - 0.11578291*b29 - x429 + x1229 =E= 0;

e1233..  - 0.11212475*b30 - x430 + x1230 =E= 0;

e1234..  - 0.11332299*b31 - x431 + x1231 =E= 0;

e1235..  - 0.10246321*b32 - x432 + x1232 =E= 0;

e1236..  - 0.11228516*b33 - x433 + x1233 =E= 0;

e1237..  - 0.09498176*b34 - x434 + x1234 =E= 0;

e1238..  - 0.12470157*b35 - x435 + x1235 =E= 0;

e1239..  - 0.11085799*b36 - x436 + x1236 =E= 0;

e1240..  - 0.09028691*b37 - x437 + x1237 =E= 0;

e1241..  - 0.08364422*b38 - x438 + x1238 =E= 0;

e1242..  - 0.10121105*b39 - x439 + x1239 =E= 0;

e1243..  - 0.12407121*b40 - x440 + x1240 =E= 0;

e1244..  - 0.09213042*b41 - x441 + x1241 =E= 0;

e1245..  - 0.0788834*b42 - x442 + x1242 =E= 0;

e1246..  - 0.11876349*b43 - x443 + x1243 =E= 0;

e1247..  - 0.119925*b44 - x444 + x1244 =E= 0;

e1248..  - 0.11831779*b45 - x445 + x1245 =E= 0;

e1249..  - 0.10026291*b46 - x446 + x1246 =E= 0;

e1250..  - 0.08189067*b47 - x447 + x1247 =E= 0;

e1251..  - 0.0841352*b48 - x448 + x1248 =E= 0;

e1252..  - 0.08687206*b49 - x449 + x1249 =E= 0;

e1253..  - 0.0967335*b50 - x450 + x1250 =E= 0;

e1254..  - 0.08653313*b51 - x451 + x1251 =E= 0;

e1255..  - 0.10292103*b52 - x452 + x1252 =E= 0;

e1256..  - 0.11427553*b53 - x453 + x1253 =E= 0;

e1257..  - 0.10509465*b54 - x454 + x1254 =E= 0;

e1258..  - 0.10701139*b55 - x455 + x1255 =E= 0;

e1259..  - 0.0875062*b56 - x456 + x1256 =E= 0;

e1260..  - 0.11048647*b57 - x457 + x1257 =E= 0;

e1261..  - 0.09315534*b58 - x458 + x1258 =E= 0;

e1262..  - 0.09672268*b59 - x459 + x1259 =E= 0;

e1263..  - 0.10126938*b60 - x460 + x1260 =E= 0;

e1264..  - 0.08028009*b61 - x461 + x1261 =E= 0;

e1265..  - 0.08504567*b62 - x462 + x1262 =E= 0;

e1266..  - 0.07873259*b63 - x463 + x1263 =E= 0;

e1267..  - 0.11756525*b64 - x464 + x1264 =E= 0;

e1268..  - 0.10502743*b65 - x465 + x1265 =E= 0;

e1269..  - 0.07843416*b66 - x466 + x1266 =E= 0;

e1270..  - 0.10342325*b67 - x467 + x1267 =E= 0;

e1271..  - 0.12031434*b68 - x468 + x1268 =E= 0;

e1272..  - 0.08707838*b69 - x469 + x1269 =E= 0;

e1273..  - 0.07963429*b70 - x470 + x1270 =E= 0;

e1274..  - 0.11938555*b71 - x471 + x1271 =E= 0;

e1275..  - 0.1042088*b72 - x472 + x1272 =E= 0;

e1276..  - 0.08351769*b73 - x473 + x1273 =E= 0;

e1277..  - 0.11314903*b74 - x474 + x1274 =E= 0;

e1278..  - 0.0991338*b75 - x475 + x1275 =E= 0;

e1279..  - 0.07683548*b76 - x476 + x1276 =E= 0;

e1280..  - 0.08841195*b77 - x477 + x1277 =E= 0;

e1281..  - 0.10602448*b78 - x478 + x1278 =E= 0;

e1282..  - 0.08597068*b79 - x479 + x1279 =E= 0;

e1283..  - 0.10028401*b80 - x480 + x1280 =E= 0;

e1284..  - 0.07775798*b81 - x481 + x1281 =E= 0;

e1285..  - 0.09750381*b82 - x482 + x1282 =E= 0;

e1286..  - 0.07820503*b83 - x483 + x1283 =E= 0;

e1287..  - 0.1170335*b84 - x484 + x1284 =E= 0;

e1288..  - 0.07759846*b85 - x485 + x1285 =E= 0;

e1289..  - 0.11021642*b86 - x486 + x1286 =E= 0;

e1290..  - 0.07953971*b87 - x487 + x1287 =E= 0;

e1291..  - 0.11308493*b88 - x488 + x1288 =E= 0;

e1292..  - 0.07837176*b89 - x489 + x1289 =E= 0;

e1293..  - 0.10126239*b90 - x490 + x1290 =E= 0;

e1294..  - 0.08935432*b91 - x491 + x1291 =E= 0;

e1295..  - 0.08365186*b92 - x492 + x1292 =E= 0;

e1296..  - 0.11130805*b93 - x493 + x1293 =E= 0;

e1297..  - 0.09308691*b94 - x494 + x1294 =E= 0;

e1298..  - 0.07621711*b95 - x495 + x1295 =E= 0;

e1299..  - 0.09133549*b96 - x496 + x1296 =E= 0;

e1300..  - 0.09652107*b97 - x497 + x1297 =E= 0;

e1301..  - 0.10464036*b98 - x498 + x1298 =E= 0;

e1302..  - 0.08664982*b99 - x499 + x1299 =E= 0;

e1303..  - 0.10859945*b100 - x500 + x1300 =E= 0;

e1304..  - 0.10927465*b101 - x501 + x1301 =E= 0;

e1305..  - 0.08103537*b102 - x502 + x1302 =E= 0;

e1306..  - 0.08780825*b103 - x503 + x1303 =E= 0;

e1307..  - 0.11779235*b104 - x504 + x1304 =E= 0;

e1308..  - 0.1191844*b105 - x505 + x1305 =E= 0;

e1309..  - 0.11194206*b106 - x506 + x1306 =E= 0;

e1310..  - 0.11962783*b107 - x507 + x1307 =E= 0;

e1311..  - 0.08259635*b108 - x508 + x1308 =E= 0;

e1312..  - 0.09296654*b109 - x509 + x1309 =E= 0;

e1313..  - 0.0805985*b110 - x510 + x1310 =E= 0;

e1314..  - 0.10788036*b111 - x511 + x1311 =E= 0;

e1315..  - 0.09572451*b112 - x512 + x1312 =E= 0;

e1316..  - 0.10310231*b113 - x513 + x1313 =E= 0;

e1317..  - 0.11108539*b114 - x514 + x1314 =E= 0;

e1318..  - 0.08775802*b115 - x515 + x1315 =E= 0;

e1319..  - 0.10570078*b116 - x516 + x1316 =E= 0;

e1320..  - 0.09630181*b117 - x517 + x1317 =E= 0;

e1321..  - 0.09229772*b118 - x518 + x1318 =E= 0;

e1322..  - 0.09378571*b119 - x519 + x1319 =E= 0;

e1323..  - 0.09967358*b120 - x520 + x1320 =E= 0;

e1324..  - 0.11856011*b121 - x521 + x1321 =E= 0;

e1325..  - 0.10814003*b122 - x522 + x1322 =E= 0;

e1326..  - 0.10832543*b123 - x523 + x1323 =E= 0;

e1327..  - 0.10486816*b124 - x524 + x1324 =E= 0;

e1328..  - 0.07622694*b125 - x525 + x1325 =E= 0;

e1329..  - 0.10954254*b126 - x526 + x1326 =E= 0;

e1330..  - 0.12120365*b127 - x527 + x1327 =E= 0;

e1331..  - 0.097748*b128 - x528 + x1328 =E= 0;

e1332..  - 0.0891829*b129 - x529 + x1329 =E= 0;

e1333..  - 0.08285347*b130 - x530 + x1330 =E= 0;

e1334..  - 0.08134745*b131 - x531 + x1331 =E= 0;

e1335..  - 0.12345756*b132 - x532 + x1332 =E= 0;

e1336..  - 0.08888884*b133 - x533 + x1333 =E= 0;

e1337..  - 0.09415571*b134 - x534 + x1334 =E= 0;

e1338..  - 0.1162499*b135 - x535 + x1335 =E= 0;

e1339..  - 0.08307324*b136 - x536 + x1336 =E= 0;

e1340..  - 0.08109776*b137 - x537 + x1337 =E= 0;

e1341..  - 0.11087773*b138 - x538 + x1338 =E= 0;

e1342..  - 0.09066959*b139 - x539 + x1339 =E= 0;

e1343..  - 0.0990643*b140 - x540 + x1340 =E= 0;

e1344..  - 0.11647623*b141 - x541 + x1341 =E= 0;

e1345..  - 0.12354995*b142 - x542 + x1342 =E= 0;

e1346..  - 0.11978881*b143 - x543 + x1343 =E= 0;

e1347..  - 0.09457854*b144 - x544 + x1344 =E= 0;

e1348..  - 0.10963534*b145 - x545 + x1345 =E= 0;

e1349..  - 0.08254683*b146 - x546 + x1346 =E= 0;

e1350..  - 0.07527932*b147 - x547 + x1347 =E= 0;

e1351..  - 0.08093715*b148 - x548 + x1348 =E= 0;

e1352..  - 0.09984455*b149 - x549 + x1349 =E= 0;

e1353..  - 0.09406504*b150 - x550 + x1350 =E= 0;

e1354..  - 0.10561073*b151 - x551 + x1351 =E= 0;

e1355..  - 0.09340466*b152 - x552 + x1352 =E= 0;

e1356..  - 0.07720506*b153 - x553 + x1353 =E= 0;

e1357..  - 0.08893616*b154 - x554 + x1354 =E= 0;

e1358..  - 0.12327283*b155 - x555 + x1355 =E= 0;

e1359..  - 0.078432*b156 - x556 + x1356 =E= 0;

e1360..  - 0.1234787*b157 - x557 + x1357 =E= 0;

e1361..  - 0.11947648*b158 - x558 + x1358 =E= 0;

e1362..  - 0.10118001*b159 - x559 + x1359 =E= 0;

e1363..  - 0.0876616*b160 - x560 + x1360 =E= 0;

e1364..  - 0.07732995*b161 - x561 + x1361 =E= 0;

e1365..  - 0.10752746*b162 - x562 + x1362 =E= 0;

e1366..  - 0.08611916*b163 - x563 + x1363 =E= 0;

e1367..  - 0.09121879*b164 - x564 + x1364 =E= 0;

e1368..  - 0.07668317*b165 - x565 + x1365 =E= 0;

e1369..  - 0.07736906*b166 - x566 + x1366 =E= 0;

e1370..  - 0.09929203*b167 - x567 + x1367 =E= 0;

e1371..  - 0.08278093*b168 - x568 + x1368 =E= 0;

e1372..  - 0.11324679*b169 - x569 + x1369 =E= 0;

e1373..  - 0.11496162*b170 - x570 + x1370 =E= 0;

e1374..  - 0.10684523*b171 - x571 + x1371 =E= 0;

e1375..  - 0.10472302*b172 - x572 + x1372 =E= 0;

e1376..  - 0.11351156*b173 - x573 + x1373 =E= 0;

e1377..  - 0.10163404*b174 - x574 + x1374 =E= 0;

e1378..  - 0.12430156*b175 - x575 + x1375 =E= 0;

e1379..  - 0.0981469*b176 - x576 + x1376 =E= 0;

e1380..  - 0.10918087*b177 - x577 + x1377 =E= 0;

e1381..  - 0.12458089*b178 - x578 + x1378 =E= 0;

e1382..  - 0.10408405*b179 - x579 + x1379 =E= 0;

e1383..  - 0.08402542*b180 - x580 + x1380 =E= 0;

e1384..  - 0.09364592*b181 - x581 + x1381 =E= 0;

e1385..  - 0.08469478*b182 - x582 + x1382 =E= 0;

e1386..  - 0.10243009*b183 - x583 + x1383 =E= 0;

e1387..  - 0.09585098*b184 - x584 + x1384 =E= 0;

e1388..  - 0.09863094*b185 - x585 + x1385 =E= 0;

e1389..  - 0.10070291*b186 - x586 + x1386 =E= 0;

e1390..  - 0.09928299*b187 - x587 + x1387 =E= 0;

e1391..  - 0.09710964*b188 - x588 + x1388 =E= 0;

e1392..  - 0.09517939*b189 - x589 + x1389 =E= 0;

e1393..  - 0.07546299*b190 - x590 + x1390 =E= 0;

e1394..  - 0.10977124*b191 - x591 + x1391 =E= 0;

e1395..  - 0.09750934*b192 - x592 + x1392 =E= 0;

e1396..  - 0.10799045*b193 - x593 + x1393 =E= 0;

e1397..  - 0.1208904*b194 - x594 + x1394 =E= 0;

e1398..  - 0.11372812*b195 - x595 + x1395 =E= 0;

e1399..  - 0.10967362*b196 - x596 + x1396 =E= 0;

e1400..  - 0.12325946*b197 - x597 + x1397 =E= 0;

e1401..  - 0.08802015*b198 - x598 + x1398 =E= 0;

e1402..  - 0.11745455*b199 - x599 + x1399 =E= 0;

e1403..  - 0.11150625*b200 - x600 + x1400 =E= 0;

e1404..  - 0.07798177*b201 - x601 + x1401 =E= 0;

e1405..  - 0.09929978*b202 - x602 + x1402 =E= 0;

e1406..  - 0.09122927*b203 - x603 + x1403 =E= 0;

e1407..  - 0.11649333*b204 - x604 + x1404 =E= 0;

e1408..  - 0.07593382*b205 - x605 + x1405 =E= 0;

e1409..  - 0.09053083*b206 - x606 + x1406 =E= 0;

e1410..  - 0.08964023*b207 - x607 + x1407 =E= 0;

e1411..  - 0.11011469*b208 - x608 + x1408 =E= 0;

e1412..  - 0.09011172*b209 - x609 + x1409 =E= 0;

e1413..  - 0.11872429*b210 - x610 + x1410 =E= 0;

e1414..  - 0.11914011*b211 - x611 + x1411 =E= 0;

e1415..  - 0.10875764*b212 - x612 + x1412 =E= 0;

e1416..  - 0.07841906*b213 - x613 + x1413 =E= 0;

e1417..  - 0.0965702*b214 - x614 + x1414 =E= 0;

e1418..  - 0.07960862*b215 - x615 + x1415 =E= 0;

e1419..  - 0.10205*b216 - x616 + x1416 =E= 0;

e1420..  - 0.12227311*b217 - x617 + x1417 =E= 0;

e1421..  - 0.10389161*b218 - x618 + x1418 =E= 0;

e1422..  - 0.12415964*b219 - x619 + x1419 =E= 0;

e1423..  - 0.0924525*b220 - x620 + x1420 =E= 0;

e1424..  - 0.1043546*b221 - x621 + x1421 =E= 0;

e1425..  - 0.10893088*b222 - x622 + x1422 =E= 0;

e1426..  - 0.11496184*b223 - x623 + x1423 =E= 0;

e1427..  - 0.08734506*b224 - x624 + x1424 =E= 0;

e1428..  - 0.10482128*b225 - x625 + x1425 =E= 0;

e1429..  - 0.10368996*b226 - x626 + x1426 =E= 0;

e1430..  - 0.12201868*b227 - x627 + x1427 =E= 0;

e1431..  - 0.10308075*b228 - x628 + x1428 =E= 0;

e1432..  - 0.11671011*b229 - x629 + x1429 =E= 0;

e1433..  - 0.11447323*b230 - x630 + x1430 =E= 0;

e1434..  - 0.089587*b231 - x631 + x1431 =E= 0;

e1435..  - 0.11969187*b232 - x632 + x1432 =E= 0;

e1436..  - 0.08877301*b233 - x633 + x1433 =E= 0;

e1437..  - 0.10581627*b234 - x634 + x1434 =E= 0;

e1438..  - 0.11118521*b235 - x635 + x1435 =E= 0;

e1439..  - 0.08970683*b236 - x636 + x1436 =E= 0;

e1440..  - 0.1213471*b237 - x637 + x1437 =E= 0;

e1441..  - 0.07582544*b238 - x638 + x1438 =E= 0;

e1442..  - 0.12482152*b239 - x639 + x1439 =E= 0;

e1443..  - 0.08645882*b240 - x640 + x1440 =E= 0;

e1444..  - 0.11954972*b241 - x641 + x1441 =E= 0;

e1445..  - 0.11896163*b242 - x642 + x1442 =E= 0;

e1446..  - 0.12021646*b243 - x643 + x1443 =E= 0;

e1447..  - 0.12296879*b244 - x644 + x1444 =E= 0;

e1448..  - 0.09053183*b245 - x645 + x1445 =E= 0;

e1449..  - 0.12482508*b246 - x646 + x1446 =E= 0;

e1450..  - 0.10001879*b247 - x647 + x1447 =E= 0;

e1451..  - 0.08780494*b248 - x648 + x1448 =E= 0;

e1452..  - 0.10371669*b249 - x649 + x1449 =E= 0;

e1453..  - 0.09917842*b250 - x650 + x1450 =E= 0;

e1454..  - 0.10525745*b251 - x651 + x1451 =E= 0;

e1455..  - 0.08307129*b252 - x652 + x1452 =E= 0;

e1456..  - 0.0831093*b253 - x653 + x1453 =E= 0;

e1457..  - 0.09521928*b254 - x654 + x1454 =E= 0;

e1458..  - 0.09541635*b255 - x655 + x1455 =E= 0;

e1459..  - 0.11293059*b256 - x656 + x1456 =E= 0;

e1460..  - 0.12390924*b257 - x657 + x1457 =E= 0;

e1461..  - 0.09243503*b258 - x658 + x1458 =E= 0;

e1462..  - 0.09101134*b259 - x659 + x1459 =E= 0;

e1463..  - 0.11561935*b260 - x660 + x1460 =E= 0;

e1464..  - 0.08190826*b261 - x661 + x1461 =E= 0;

e1465..  - 0.10559834*b262 - x662 + x1462 =E= 0;

e1466..  - 0.11031123*b263 - x663 + x1463 =E= 0;

e1467..  - 0.09568126*b264 - x664 + x1464 =E= 0;

e1468..  - 0.08641461*b265 - x665 + x1465 =E= 0;

e1469..  - 0.09649643*b266 - x666 + x1466 =E= 0;

e1470..  - 0.11038809*b267 - x667 + x1467 =E= 0;

e1471..  - 0.08276171*b268 - x668 + x1468 =E= 0;

e1472..  - 0.09732187*b269 - x669 + x1469 =E= 0;

e1473..  - 0.1102096*b270 - x670 + x1470 =E= 0;

e1474..  - 0.09422053*b271 - x671 + x1471 =E= 0;

e1475..  - 0.09187159*b272 - x672 + x1472 =E= 0;

e1476..  - 0.10417124*b273 - x673 + x1473 =E= 0;

e1477..  - 0.08943699*b274 - x674 + x1474 =E= 0;

e1478..  - 0.08984038*b275 - x675 + x1475 =E= 0;

e1479..  - 0.11970307*b276 - x676 + x1476 =E= 0;

e1480..  - 0.08926207*b277 - x677 + x1477 =E= 0;

e1481..  - 0.11485916*b278 - x678 + x1478 =E= 0;

e1482..  - 0.08250801*b279 - x679 + x1479 =E= 0;

e1483..  - 0.11797877*b280 - x680 + x1480 =E= 0;

e1484..  - 0.08903759*b281 - x681 + x1481 =E= 0;

e1485..  - 0.11276546*b282 - x682 + x1482 =E= 0;

e1486..  - 0.07605006*b283 - x683 + x1483 =E= 0;

e1487..  - 0.09714689*b284 - x684 + x1484 =E= 0;

e1488..  - 0.08298474*b285 - x685 + x1485 =E= 0;

e1489..  - 0.09646641*b286 - x686 + x1486 =E= 0;

e1490..  - 0.08507748*b287 - x687 + x1487 =E= 0;

e1491..  - 0.08189398*b288 - x688 + x1488 =E= 0;

e1492..  - 0.11390144*b289 - x689 + x1489 =E= 0;

e1493..  - 0.10108882*b290 - x690 + x1490 =E= 0;

e1494..  - 0.12251333*b291 - x691 + x1491 =E= 0;

e1495..  - 0.1208097*b292 - x692 + x1492 =E= 0;

e1496..  - 0.08168715*b293 - x693 + x1493 =E= 0;

e1497..  - 0.10782456*b294 - x694 + x1494 =E= 0;

e1498..  - 0.09149096*b295 - x695 + x1495 =E= 0;

e1499..  - 0.09310176*b296 - x696 + x1496 =E= 0;

e1500..  - 0.07932099*b297 - x697 + x1497 =E= 0;

e1501..  - 0.07687904*b298 - x698 + x1498 =E= 0;

e1502..  - 0.10086347*b299 - x699 + x1499 =E= 0;

e1503..  - 0.10164286*b300 - x700 + x1500 =E= 0;

e1504..  - 0.11208865*b301 - x701 + x1501 =E= 0;

e1505..  - 0.12008401*b302 - x702 + x1502 =E= 0;

e1506..  - 0.11851445*b303 - x703 + x1503 =E= 0;

e1507..  - 0.09125989*b304 - x704 + x1504 =E= 0;

e1508..  - 0.084521*b305 - x705 + x1505 =E= 0;

e1509..  - 0.08335483*b306 - x706 + x1506 =E= 0;

e1510..  - 0.08596295*b307 - x707 + x1507 =E= 0;

e1511..  - 0.09878307*b308 - x708 + x1508 =E= 0;

e1512..  - 0.12321399*b309 - x709 + x1509 =E= 0;

e1513..  - 0.09347097*b310 - x710 + x1510 =E= 0;

e1514..  - 0.09176184*b311 - x711 + x1511 =E= 0;

e1515..  - 0.08725158*b312 - x712 + x1512 =E= 0;

e1516..  - 0.08123643*b313 - x713 + x1513 =E= 0;

e1517..  - 0.0928119*b314 - x714 + x1514 =E= 0;

e1518..  - 0.10939847*b315 - x715 + x1515 =E= 0;

e1519..  - 0.08922117*b316 - x716 + x1516 =E= 0;

e1520..  - 0.11427831*b317 - x717 + x1517 =E= 0;

e1521..  - 0.11947595*b318 - x718 + x1518 =E= 0;

e1522..  - 0.09611515*b319 - x719 + x1519 =E= 0;

e1523..  - 0.10317975*b320 - x720 + x1520 =E= 0;

e1524..  - 0.09556477*b321 - x721 + x1521 =E= 0;

e1525..  - 0.09362849*b322 - x722 + x1522 =E= 0;

e1526..  - 0.09898945*b323 - x723 + x1523 =E= 0;

e1527..  - 0.10225192*b324 - x724 + x1524 =E= 0;

e1528..  - 0.07645305*b325 - x725 + x1525 =E= 0;

e1529..  - 0.11548041*b326 - x726 + x1526 =E= 0;

e1530..  - 0.12035368*b327 - x727 + x1527 =E= 0;

e1531..  - 0.08077404*b328 - x728 + x1528 =E= 0;

e1532..  - 0.11735945*b329 - x729 + x1529 =E= 0;

e1533..  - 0.09621715*b330 - x730 + x1530 =E= 0;

e1534..  - 0.1074169*b331 - x731 + x1531 =E= 0;

e1535..  - 0.1044481*b332 - x732 + x1532 =E= 0;

e1536..  - 0.09130116*b333 - x733 + x1533 =E= 0;

e1537..  - 0.10093135*b334 - x734 + x1534 =E= 0;

e1538..  - 0.12070798*b335 - x735 + x1535 =E= 0;

e1539..  - 0.10082216*b336 - x736 + x1536 =E= 0;

e1540..  - 0.10928618*b337 - x737 + x1537 =E= 0;

e1541..  - 0.08167094*b338 - x738 + x1538 =E= 0;

e1542..  - 0.12460523*b339 - x739 + x1539 =E= 0;

e1543..  - 0.10750017*b340 - x740 + x1540 =E= 0;

e1544..  - 0.10014191*b341 - x741 + x1541 =E= 0;

e1545..  - 0.09136706*b342 - x742 + x1542 =E= 0;

e1546..  - 0.11975176*b343 - x743 + x1543 =E= 0;

e1547..  - 0.10637833*b344 - x744 + x1544 =E= 0;

e1548..  - 0.10917896*b345 - x745 + x1545 =E= 0;

e1549..  - 0.10415023*b346 - x746 + x1546 =E= 0;

e1550..  - 0.1205995*b347 - x747 + x1547 =E= 0;

e1551..  - 0.09845727*b348 - x748 + x1548 =E= 0;

e1552..  - 0.09862618*b349 - x749 + x1549 =E= 0;

e1553..  - 0.09171466*b350 - x750 + x1550 =E= 0;

e1554..  - 0.07663703*b351 - x751 + x1551 =E= 0;

e1555..  - 0.11919095*b352 - x752 + x1552 =E= 0;

e1556..  - 0.11034314*b353 - x753 + x1553 =E= 0;

e1557..  - 0.10062648*b354 - x754 + x1554 =E= 0;

e1558..  - 0.09644286*b355 - x755 + x1555 =E= 0;

e1559..  - 0.11179619*b356 - x756 + x1556 =E= 0;

e1560..  - 0.09110688*b357 - x757 + x1557 =E= 0;

e1561..  - 0.09179654*b358 - x758 + x1558 =E= 0;

e1562..  - 0.11757023*b359 - x759 + x1559 =E= 0;

e1563..  - 0.08346633*b360 - x760 + x1560 =E= 0;

e1564..  - 0.1130137*b361 - x761 + x1561 =E= 0;

e1565..  - 0.09998713*b362 - x762 + x1562 =E= 0;

e1566..  - 0.11291443*b363 - x763 + x1563 =E= 0;

e1567..  - 0.07931485*b364 - x764 + x1564 =E= 0;

e1568..  - 0.07591848*b365 - x765 + x1565 =E= 0;

e1569..  - 0.10862242*b366 - x766 + x1566 =E= 0;

e1570..  - 0.10513701*b367 - x767 + x1567 =E= 0;

e1571..  - 0.11020466*b368 - x768 + x1568 =E= 0;

e1572..  - 0.11529335*b369 - x769 + x1569 =E= 0;

e1573..  - 0.10474224*b370 - x770 + x1570 =E= 0;

e1574..  - 0.09270483*b371 - x771 + x1571 =E= 0;

e1575..  - 0.09043526*b372 - x772 + x1572 =E= 0;

e1576..  - 0.1211093*b373 - x773 + x1573 =E= 0;

e1577..  - 0.08745659*b374 - x774 + x1574 =E= 0;

e1578..  - 0.1218136*b375 - x775 + x1575 =E= 0;

e1579..  - 0.10528827*b376 - x776 + x1576 =E= 0;

e1580..  - 0.11660681*b377 - x777 + x1577 =E= 0;

e1581..  - 0.1174131*b378 - x778 + x1578 =E= 0;

e1582..  - 0.07874554*b379 - x779 + x1579 =E= 0;

e1583..  - 0.09023299*b380 - x780 + x1580 =E= 0;

e1584..  - 0.08412775*b381 - x781 + x1581 =E= 0;

e1585..  - 0.08038257*b382 - x782 + x1582 =E= 0;

e1586..  - 0.08442394*b383 - x783 + x1583 =E= 0;

e1587..  - 0.1194709*b384 - x784 + x1584 =E= 0;

e1588..  - 0.10600904*b385 - x785 + x1585 =E= 0;

e1589..  - 0.1058668*b386 - x786 + x1586 =E= 0;

e1590..  - 0.10626709*b387 - x787 + x1587 =E= 0;

e1591..  - 0.12211592*b388 - x788 + x1588 =E= 0;

e1592..  - 0.12266335*b389 - x789 + x1589 =E= 0;

e1593..  - 0.09883731*b390 - x790 + x1590 =E= 0;

e1594..  - 0.08058226*b391 - x791 + x1591 =E= 0;

e1595..  - 0.11067704*b392 - x792 + x1592 =E= 0;

e1596..  - 0.12382444*b393 - x793 + x1593 =E= 0;

e1597..  - 0.11849669*b394 - x794 + x1594 =E= 0;

e1598..  - 0.1149919*b395 - x795 + x1595 =E= 0;

e1599..  - 0.12474292*b396 - x796 + x1596 =E= 0;

e1600..  - 0.1021191*b397 - x797 + x1597 =E= 0;

e1601..  - 0.09512891*b398 - x798 + x1598 =E= 0;

e1602..  - 0.10994757*b399 - x799 + x1599 =E= 0;

e1603..  - 0.09241246*b400 - x800 + x1600 =E= 0;

e1604..  - 0.12487115*b401 - x801 + x1601 =E= 0;

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: 2024-12-17 Git hash: 8eaceb91
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