Changeset 8565
- Timestamp:
- 09/04/12 11:25:56 (12 years ago)
- Location:
- trunk/sources
- Files:
-
- 1 added
- 3 edited
-
HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/CovarianceRQArd.cs (added)
-
HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/CovarianceSEard.cs (modified) (2 diffs)
-
HeuristicLab.Algorithms.DataAnalysis/3.4/HeuristicLab.Algorithms.DataAnalysis-3.4.csproj (modified) (1 diff)
-
HeuristicLab.Tests/HeuristicLab.Algorithms.DataAnalysis-3.4/GaussianProcessFunctionsTest.cs (modified) (1 diff)
Legend:
- Unmodified
- Added
- Removed
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trunk/sources/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/CovarianceSEard.cs
r8491 r8565 37 37 [Storable] 38 38 private double[] inverseLength; 39 public double[] Length {39 public double[] InverseLength { 40 40 get { 41 41 if (inverseLength == null) return new double[0]; … … 53 53 protected CovarianceSEard(CovarianceSEard original, Cloner cloner) 54 54 : base(original, cloner) { 55 if (original.inverseLength != null) { 56 this.inverseLength = new double[original.inverseLength.Length]; 57 Array.Copy(original.inverseLength, this.inverseLength, inverseLength.Length); 58 } 55 this.inverseLength = original.InverseLength; // array is cloned in the getter 59 56 this.sf2 = original.sf2; 60 57 } -
trunk/sources/HeuristicLab.Algorithms.DataAnalysis/3.4/HeuristicLab.Algorithms.DataAnalysis-3.4.csproj
r8562 r8565 120 120 </Compile> 121 121 <Compile Include="FixedDataAnalysisAlgorithm.cs" /> 122 <Compile Include="GaussianProcess\CovarianceRQArd.cs" /> 122 123 <Compile Include="GaussianProcess\CovarianceMaternIso.cs" /> 123 124 <Compile Include="GaussianProcess\CovarianceLinearArd.cs" /> -
trunk/sources/HeuristicLab.Tests/HeuristicLab.Algorithms.DataAnalysis-3.4/GaussianProcessFunctionsTest.cs
r8562 r8565 366 366 } 367 367 368 369 [TestMethod] 370 public void CovRQArdTest() { 371 TestCovarianceFunction(new CovarianceRQArd(), 0, 372 new double[,] 373 { 374 { 0.6452, 0.6190, 0.8662, 0.6338, 0.7802, 0.5893, 0.7102, 0.7753, 0.7037, 0.8331}, 375 { 0.6771, 0.7392, 0.7442, 0.6630, 0.7603, 0.6144, 0.7145, 0.8346, 0.7492, 0.8200}, 376 { 0.7963, 0.7777, 0.8574, 0.7266, 0.6362, 0.8060, 0.8519, 0.7084, 0.7810, 0.8459}, 377 { 0.7988, 0.6268, 0.8004, 0.7500, 0.5583, 0.6524, 0.8968, 0.8864, 0.8739, 0.8382}, 378 { 0.8902, 0.6571, 0.7919, 0.9030, 0.5304, 0.5727, 0.8079, 0.9232, 0.9117, 0.8733}, 379 { 0.8819, 0.7639, 0.7387, 0.8449, 0.5785, 0.6563, 0.8783, 0.9519, 0.9535, 0.8742}, 380 { 0.6716, 0.7814, 0.7590, 0.6437, 0.8797, 0.6366, 0.7012, 0.6810, 0.7090, 0.8339}, 381 { 0.6702, 0.6823, 0.8268, 0.6250, 0.7456, 0.6782, 0.7331, 0.6205, 0.6786, 0.8033}, 382 { 0.6910, 0.7332, 0.8750, 0.6697, 0.8119, 0.6608, 0.7235, 0.7261, 0.7142, 0.8595}, 383 { 0.6467, 0.7493, 0.6821, 0.6133, 0.6857, 0.6692, 0.7265, 0.8252, 0.7259, 0.7506}, 384 }, 385 new double[][,] 386 { 387 new double[,] 388 { 389 { 0, 0.0948, 0.0978, 0.1380, 0.0028, 0.0024, 0.0044, 0.1286, 0.0018, 0.0447}, 390 { 0.0948, 0, 0.2750, 0.3462, 0.1119, 0.1211, 0.0509, 0.2553, 0.0675, 0.0032}, 391 { 0.0978, 0.2750, 0, 0.0008, 0.0864, 0.0782, 0.1437, 0.0000, 0.1769, 0.2257}, 392 { 0.1380, 0.3462, 0.0008, 0, 0.1268, 0.1539, 0.1537, 0.0009, 0.1250, 0.2813}, 393 { 0.0028, 0.1119, 0.0864, 0.1268, 0, 0.0000, 0.0091, 0.0583, 0.0078, 0.0736}, 394 { 0.0024, 0.1211, 0.0782, 0.1539, 0.0000, 0, 0.0103, 0.0583, 0.0062, 0.0932}, 395 { 0.0044, 0.0509, 0.1437, 0.1537, 0.0091, 0.0103, 0, 0.2216, 0.0007, 0.0223}, 396 { 0.1286, 0.2553, 0.0000, 0.0009, 0.0583, 0.0583, 0.2216, 0, 0.1731, 0.1652}, 397 { 0.0018, 0.0675, 0.1769, 0.1250, 0.0078, 0.0062, 0.0007, 0.1731, 0, 0.0325}, 398 { 0.0447, 0.0032, 0.2257, 0.2813, 0.0736, 0.0932, 0.0223, 0.1652, 0.0325, 0}, 399 }, 400 new double[,] 401 { 402 { 0, 0.1070, 0.1204, 0.0703, 0.2451, 0.1932, 0.0180, 0.0171, 0.0323, 0.2478}, 403 { 0.1070, 0, 0.0083, 0.0001, 0.0494, 0.0416, 0.1874, 0.1133, 0.0228, 0.0925}, 404 { 0.1204, 0.0083, 0, 0.0118, 0.0107, 0.0055, 0.2208, 0.3181, 0.0691, 0.0119}, 405 { 0.0703, 0.0001, 0.0118, 0, 0.0582, 0.0549, 0.1208, 0.1341, 0.0111, 0.0479}, 406 { 0.2451, 0.0494, 0.0107, 0.0582, 0, 0.0010, 0.2774, 0.2574, 0.1207, 0.0007}, 407 { 0.1932, 0.0416, 0.0055, 0.0549, 0.0010, 0, 0.2946, 0.2347, 0.0840, 0.0034}, 408 { 0.0180, 0.1874, 0.2208, 0.1208, 0.2774, 0.2946, 0, 0.0001, 0.0934, 0.3384}, 409 { 0.0171, 0.1133, 0.3181, 0.1341, 0.2574, 0.2347, 0.0001, 0, 0.0891, 0.2133}, 410 { 0.0323, 0.0228, 0.0691, 0.0111, 0.1207, 0.0840, 0.0934, 0.0891, 0, 0.1299}, 411 { 0.2478, 0.0925, 0.0119, 0.0479, 0.0007, 0.0034, 0.3384, 0.2133, 0.1299, 0}, 412 }, 413 new double[,] 414 { 415 { 0, 0.0098, 0.1427, 0.0239, 0.0193, 0.0020, 0.1179, 0.1363, 0.1310, 0.0223}, 416 { 0.0098, 0, 0.0828, 0.0493, 0.0553, 0.0213, 0.0538, 0.0506, 0.0574, 0.0081}, 417 { 0.1427, 0.0828, 0, 0.2908, 0.3087, 0.1947, 0.0133, 0.0050, 0.0187, 0.0494}, 418 { 0.0239, 0.0493, 0.2908, 0, 0.0005, 0.0175, 0.1674, 0.2256, 0.1509, 0.0768}, 419 { 0.0193, 0.0553, 0.3087, 0.0005, 0, 0.0121, 0.1425, 0.1652, 0.1926, 0.0849}, 420 { 0.0020, 0.0213, 0.1947, 0.0175, 0.0121, 0, 0.1035, 0.1094, 0.0981, 0.0518}, 421 { 0.1179, 0.0538, 0.0133, 0.1674, 0.1425, 0.1035, 0, 0.0048, 0.0000, 0.0171}, 422 { 0.1363, 0.0506, 0.0050, 0.2256, 0.1652, 0.1094, 0.0048, 0, 0.0043, 0.0209}, 423 { 0.1310, 0.0574, 0.0187, 0.1509, 0.1926, 0.0981, 0.0000, 0.0043, 0, 0.0189}, 424 { 0.0223, 0.0081, 0.0494, 0.0768, 0.0849, 0.0518, 0.0171, 0.0209, 0.0189, 0}, 425 }, 426 new double[,] 427 { 428 { 0, 0.0441, 0.0162, 0.0636, 0.0102, 0.0607, 0.0219, 0.0034, 0.0418, 0.1036}, 429 { 0.0441, 0, 0.0760, 0.0050, 0.0877, 0.0080, 0.0032, 0.0383, 0.1549, 0.0394}, 430 { 0.0162, 0.0760, 0, 0.1383, 0.0017, 0.1442, 0.0637, 0.0088, 0.0008, 0.1587}, 431 { 0.0636, 0.0050, 0.1383, 0, 0.1525, 0.0000, 0.0134, 0.0838, 0.1319, 0.0047}, 432 { 0.0102, 0.0877, 0.0017, 0.1525, 0, 0.1932, 0.0393, 0.0013, 0.0046, 0.1872}, 433 { 0.0607, 0.0080, 0.1442, 0.0000, 0.1932, 0, 0.0154, 0.0676, 0.1524, 0.0068}, 434 { 0.0219, 0.0032, 0.0637, 0.0134, 0.0393, 0.0154, 0, 0.0463, 0.1176, 0.0359}, 435 { 0.0034, 0.0383, 0.0088, 0.0838, 0.0013, 0.0676, 0.0463, 0, 0.0147, 0.0787}, 436 { 0.0418, 0.1549, 0.0008, 0.1319, 0.0046, 0.1524, 0.1176, 0.0147, 0, 0.2390}, 437 { 0.1036, 0.0394, 0.1587, 0.0047, 0.1872, 0.0068, 0.0359, 0.0787, 0.2390, 0}, 438 }, 439 new double[,] 440 { 441 { 0, 0.0166, 0.0813, 0.1208, 0.1221, 0.1784, 0.1217, 0.0967, 0.0096, 0.0086}, 442 { 0.0166, 0, 0.0315, 0.0499, 0.0622, 0.1381, 0.0438, 0.0248, 0.0012, 0.0003}, 443 { 0.0813, 0.0315, 0, 0.0012, 0.0008, 0.0149, 0.0002, 0.0004, 0.0680, 0.0342}, 444 { 0.1208, 0.0499, 0.0012, 0, 0.0001, 0.0125, 0.0022, 0.0025, 0.0550, 0.0521}, 445 { 0.1221, 0.0622, 0.0008, 0.0001, 0, 0.0151, 0.0015, 0.0014, 0.0724, 0.0618}, 446 { 0.1784, 0.1381, 0.0149, 0.0125, 0.0151, 0, 0.0184, 0.0145, 0.1119, 0.1556}, 447 { 0.1217, 0.0438, 0.0002, 0.0022, 0.0015, 0.0184, 0, 0.0000, 0.0663, 0.0356}, 448 { 0.0967, 0.0248, 0.0004, 0.0025, 0.0014, 0.0145, 0.0000, 0, 0.0578, 0.0214}, 449 { 0.0096, 0.0012, 0.0680, 0.0550, 0.0724, 0.1119, 0.0663, 0.0578, 0, 0.0003}, 450 { 0.0086, 0.0003, 0.0342, 0.0521, 0.0618, 0.1556, 0.0356, 0.0214, 0.0003, 0}, 451 }, 452 new double[,] 453 { 454 { 2.0000, 1.6749, 1.2884, 1.4086, 1.4481, 1.3558, 1.6576, 1.4857, 1.7530, 1.3818}, 455 { 1.6749, 2.0000, 1.2296, 1.3147, 1.5166, 1.5831, 1.5672, 1.1884, 1.6266, 1.8443}, 456 { 1.2884, 1.2296, 2.0000, 1.3383, 1.4280, 1.3533, 1.3417, 1.5791, 1.5769, 1.2005}, 457 { 1.4086, 1.3147, 1.3383, 2.0000, 1.5691, 1.7228, 1.2914, 1.3262, 1.2286, 1.2725}, 458 { 1.4481, 1.5166, 1.4280, 1.5691, 2.0000, 1.7466, 1.2457, 1.1805, 1.4515, 1.4286}, 459 { 1.3558, 1.5831, 1.3533, 1.7228, 1.7466, 2.0000, 1.3401, 1.1758, 1.3083, 1.6150}, 460 { 1.6576, 1.5672, 1.3417, 1.2914, 1.2457, 1.3401, 2.0000, 1.6740, 1.6662, 1.3186}, 461 { 1.4857, 1.1884, 1.5791, 1.3262, 1.1805, 1.1758, 1.6740, 2.0000, 1.5674, 1.0305}, 462 { 1.7530, 1.6266, 1.5769, 1.2286, 1.4515, 1.3083, 1.6662, 1.5674, 2.0000, 1.3985}, 463 { 1.3818, 1.8443, 1.2005, 1.2725, 1.4286, 1.6150, 1.3186, 1.0305, 1.3985, 2.0000}, 464 }, 465 new double[,] 466 { 467 { 0, -0.0124, -0.0541, -0.0386, -0.0340, -0.0452, -0.0137, -0.0298, -0.0073, -0.0419}, 468 { -0.0124, 0, -0.0623, -0.0505, -0.0265, -0.0200, -0.0215, -0.0682, -0.0162, -0.0029}, 469 { -0.0541, -0.0623, 0, -0.0474, -0.0363, -0.0455, -0.0470, -0.0204, -0.0206, -0.0664}, 470 { -0.0386, -0.0505, -0.0474, 0, -0.0213, -0.0091, -0.0537, -0.0490, -0.0624, -0.0563}, 471 { -0.0340, -0.0265, -0.0363, -0.0213, 0, -0.0077, -0.0600, -0.0693, -0.0336, -0.0362}, 472 { -0.0452, -0.0200, -0.0455, -0.0091, -0.0077, 0, -0.0472, -0.0700, -0.0514, -0.0172}, 473 { -0.0137, -0.0215, -0.0470, -0.0537, -0.0600, -0.0472, 0, -0.0125, -0.0131, -0.0500}, 474 { -0.0298, -0.0682, -0.0204, -0.0490, -0.0693, -0.0700, -0.0125, 0, -0.0215, -0.0919}, 475 { -0.0073, -0.0162, -0.0206, -0.0624, -0.0336, -0.0514, -0.0131, -0.0215, 0, -0.0399}, 476 { -0.0419, -0.0029, -0.0664, -0.0563, -0.0362, -0.0172, -0.0500, -0.0919, -0.0399, 0}, 477 }, 478 } 479 ); 480 481 TestCovarianceFunction(new CovarianceRQArd(), 1, 482 new double[,] 483 { 484 { 6.8660, 6.8070, 7.2367, 6.8409, 7.1145, 6.7347, 6.9959, 7.1068, 6.9839, 7.1923}, 485 { 6.9324, 7.0474, 7.0559, 6.9038, 7.0827, 6.7961, 7.0038, 7.1944, 7.0644, 7.1739}, 486 { 7.1392, 7.1106, 7.2253, 7.0255, 6.8461, 7.1536, 7.2179, 6.9926, 7.1158, 7.2099}, 487 { 7.1429, 6.8249, 7.1453, 7.0658, 6.6525, 6.8816, 7.2752, 7.2623, 7.2467, 7.1995}, 488 { 7.2671, 6.8913, 7.1326, 7.2827, 6.5716, 6.6915, 7.1564, 7.3065, 7.2931, 7.2459}, 489 { 7.2567, 7.0886, 7.0466, 7.2086, 6.7069, 6.8897, 7.2522, 7.3388, 7.3405, 7.2471}, 490 { 6.9215, 7.1164, 7.0807, 6.8626, 7.2540, 6.8471, 6.9792, 6.9401, 6.9937, 7.1935}, 491 { 6.9185, 6.9428, 7.1836, 6.8210, 7.0584, 6.9346, 7.0369, 6.8105, 6.9354, 7.1496}, 492 { 6.9598, 7.0372, 7.2481, 6.9176, 7.1623, 6.8992, 7.0200, 7.0247, 7.0033, 7.2280}, 493 { 6.8692, 7.0646, 6.9424, 6.7937, 6.9495, 6.9165, 7.0254, 7.1813, 7.0242, 7.0668}, 494 }, 495 new double[][,] 496 { 497 new double[,] 498 { 499 { 0, 0.1304, 0.2130, 0.2577, 0.0051, 0.0048, 0.0061, 0.2187, 0.0023, 0.0863}, 500 { 0.1304, 0, 0.6491, 0.7284, 0.1836, 0.1841, 0.0788, 0.6386, 0.0979, 0.0037}, 501 { 0.2130, 0.6491, 0, 0.0016, 0.1576, 0.1566, 0.2918, 0.0000, 0.2709, 0.5549}, 502 { 0.2577, 0.7284, 0.0016, 0, 0.1959, 0.2014, 0.3334, 0.0018, 0.2955, 0.6260}, 503 { 0.0051, 0.1836, 0.1576, 0.1959, 0, 0.0000, 0.0210, 0.1476, 0.0138, 0.1340}, 504 { 0.0048, 0.1841, 0.1566, 0.2014, 0.0000, 0, 0.0210, 0.1485, 0.0131, 0.1368}, 505 { 0.0061, 0.0788, 0.2918, 0.3334, 0.0210, 0.0210, 0, 0.3051, 0.0010, 0.0467}, 506 { 0.2187, 0.6386, 0.0000, 0.0018, 0.1476, 0.1485, 0.3051, 0, 0.2679, 0.5250}, 507 { 0.0023, 0.0979, 0.2709, 0.2955, 0.0138, 0.0131, 0.0010, 0.2679, 0, 0.0615}, 508 { 0.0863, 0.0037, 0.5549, 0.6260, 0.1340, 0.1368, 0.0467, 0.5250, 0.0615, 0}, 509 }, 510 new double[,] 511 { 512 { 0, 0.1472, 0.2623, 0.1312, 0.4360, 0.3853, 0.0252, 0.0290, 0.0410, 0.4783}, 513 { 0.1472, 0, 0.0195, 0.0002, 0.0811, 0.0633, 0.2900, 0.2833, 0.0330, 0.1071}, 514 { 0.2623, 0.0195, 0, 0.0240, 0.0196, 0.0110, 0.4485, 0.4860, 0.1059, 0.0293}, 515 { 0.1312, 0.0002, 0.0240, 0, 0.0898, 0.0718, 0.2620, 0.2779, 0.0262, 0.1067}, 516 { 0.4360, 0.0811, 0.0196, 0.0898, 0, 0.0012, 0.6403, 0.6512, 0.2138, 0.0013}, 517 { 0.3853, 0.0633, 0.0110, 0.0718, 0.0012, 0, 0.5997, 0.5978, 0.1783, 0.0050}, 518 { 0.0252, 0.2900, 0.4485, 0.2620, 0.6403, 0.5997, 0, 0.0002, 0.1297, 0.7083}, 519 { 0.0290, 0.2833, 0.4860, 0.2779, 0.6512, 0.5978, 0.0002, 0, 0.1379, 0.6776}, 520 { 0.0410, 0.0330, 0.1059, 0.0262, 0.2138, 0.1783, 0.1297, 0.1379, 0, 0.2455}, 521 { 0.4783, 0.1071, 0.0293, 0.1067, 0.0013, 0.0050, 0.7083, 0.6776, 0.2455, 0}, 522 }, 523 new double[,] 524 { 525 { 0, 0.0135, 0.3109, 0.0446, 0.0343, 0.0040, 0.1652, 0.2317, 0.1661, 0.0430}, 526 { 0.0135, 0, 0.1954, 0.1037, 0.0908, 0.0323, 0.0832, 0.1265, 0.0831, 0.0094}, 527 { 0.3109, 0.1954, 0, 0.5932, 0.5627, 0.3898, 0.0271, 0.0076, 0.0287, 0.1215}, 528 { 0.0446, 0.1037, 0.5932, 0, 0.0007, 0.0229, 0.3633, 0.4676, 0.3566, 0.1709}, 529 { 0.0343, 0.0908, 0.5627, 0.0007, 0, 0.0155, 0.3289, 0.4180, 0.3412, 0.1546}, 530 { 0.0040, 0.0323, 0.3898, 0.0229, 0.0155, 0, 0.2106, 0.2787, 0.2080, 0.0761}, 531 { 0.1652, 0.0832, 0.0271, 0.3633, 0.3289, 0.2106, 0, 0.0066, 0.0000, 0.0357}, 532 { 0.2317, 0.1265, 0.0076, 0.4676, 0.4180, 0.2787, 0.0066, 0, 0.0067, 0.0665}, 533 { 0.1661, 0.0831, 0.0287, 0.3566, 0.3412, 0.2080, 0.0000, 0.0067, 0, 0.0358}, 534 { 0.0430, 0.0094, 0.1215, 0.1709, 0.1546, 0.0761, 0.0357, 0.0665, 0.0358, 0}, 535 }, 536 new double[,] 537 { 538 { 0, 0.0606, 0.0353, 0.1187, 0.0182, 0.1211, 0.0307, 0.0058, 0.0530, 0.2000}, 539 { 0.0606, 0, 0.1794, 0.0105, 0.1438, 0.0121, 0.0050, 0.0958, 0.2245, 0.0456}, 540 { 0.0353, 0.1794, 0, 0.2821, 0.0031, 0.2886, 0.1294, 0.0135, 0.0012, 0.3901}, 541 { 0.1187, 0.0105, 0.2821, 0, 0.2356, 0.0000, 0.0291, 0.1737, 0.3117, 0.0105}, 542 { 0.0182, 0.1438, 0.0031, 0.2356, 0, 0.2466, 0.0907, 0.0033, 0.0081, 0.3409}, 543 { 0.1211, 0.0121, 0.2886, 0.0000, 0.2466, 0, 0.0313, 0.1720, 0.3233, 0.0100}, 544 { 0.0307, 0.0050, 0.1294, 0.0291, 0.0907, 0.0313, 0, 0.0638, 0.1634, 0.0752}, 545 { 0.0058, 0.0958, 0.0135, 0.1737, 0.0033, 0.1720, 0.0638, 0, 0.0227, 0.2501}, 546 { 0.0530, 0.2245, 0.0012, 0.3117, 0.0081, 0.3233, 0.1634, 0.0227, 0, 0.4517}, 547 { 0.2000, 0.0456, 0.3901, 0.0105, 0.3409, 0.0100, 0.0752, 0.2501, 0.4517, 0}, 548 }, 549 new double[,] 550 { 551 { 0, 0.0228, 0.1771, 0.2255, 0.2172, 0.3559, 0.1705, 0.1644, 0.0122, 0.0167}, 552 { 0.0228, 0, 0.0745, 0.1050, 0.1020, 0.2099, 0.0679, 0.0620, 0.0017, 0.0004}, 553 { 0.1771, 0.0745, 0, 0.0024, 0.0015, 0.0299, 0.0004, 0.0005, 0.1042, 0.0840}, 554 { 0.2255, 0.1050, 0.0024, 0, 0.0001, 0.0163, 0.0048, 0.0051, 0.1299, 0.1160}, 555 { 0.2172, 0.1020, 0.0015, 0.0001, 0, 0.0192, 0.0034, 0.0036, 0.1283, 0.1125}, 556 { 0.3559, 0.2099, 0.0299, 0.0163, 0.0192, 0, 0.0374, 0.0368, 0.2374, 0.2284}, 557 { 0.1705, 0.0679, 0.0004, 0.0048, 0.0034, 0.0374, 0, 0.0000, 0.0921, 0.0746}, 558 { 0.1644, 0.0620, 0.0005, 0.0051, 0.0036, 0.0368, 0.0000, 0, 0.0895, 0.0680}, 559 { 0.0122, 0.0017, 0.1042, 0.1299, 0.1283, 0.2374, 0.0921, 0.0895, 0, 0.0005}, 560 { 0.0167, 0.0004, 0.0840, 0.1160, 0.1125, 0.2284, 0.0746, 0.0680, 0.0005, 0}, 561 }, 562 new double[,] 563 { 564 { 14.7781, 14.3968, 13.7277, 13.9699, 14.0420, 13.8682, 14.3727, 14.1074, 14.5000, 13.9192}, 565 { 14.3968, 14.7781, 13.5943, 13.7839, 14.1589, 14.2640, 14.2397, 13.4942, 14.3286, 14.6106}, 566 { 13.7277, 13.5943, 14.7781, 13.8329, 14.0057, 13.8630, 13.8396, 14.2579, 14.2545, 13.5242}, 567 { 13.9699, 13.7839, 13.8329, 14.7781, 14.2426, 14.4610, 13.7342, 13.8078, 13.5920, 13.6926}, 568 { 14.0420, 14.1589, 14.0057, 14.2426, 14.7781, 14.4918, 13.6319, 13.4742, 14.0479, 14.0069}, 569 { 13.8682, 14.2640, 13.8630, 14.4610, 14.4918, 14.7781, 13.8365, 13.4625, 13.7703, 14.3117}, 570 { 14.3727, 14.2397, 13.8396, 13.7342, 13.6319, 13.8365, 14.7781, 14.3956, 14.3848, 13.7920}, 571 { 14.1074, 13.4942, 14.2579, 13.8078, 13.4742, 13.4625, 14.3956, 14.7781, 14.2399, 13.0490}, 572 { 14.5000, 14.3286, 14.2545, 13.5920, 14.0479, 13.7703, 14.3848, 14.2399, 14.7781, 13.9510}, 573 { 13.9192, 14.6106, 13.5242, 13.6926, 14.0069, 14.3117, 13.7920, 13.0490, 13.9510, 14.7781}, 574 }, 575 new double[,] 576 { 577 { 0, -0.0009, -0.0068, -0.0040, -0.0034, -0.0051, -0.0010, -0.0028, -0.0005, -0.0046}, 578 { -0.0009, 0, -0.0086, -0.0061, -0.0024, -0.0016, -0.0018, -0.0101, -0.0013, -0.0002}, 579 { -0.0068, -0.0086, 0, -0.0055, -0.0037, -0.0052, -0.0054, -0.0017, -0.0017, -0.0097}, 580 { -0.0040, -0.0061, -0.0055, 0, -0.0018, -0.0006, -0.0067, -0.0058, -0.0087, -0.0073}, 581 { -0.0034, -0.0024, -0.0037, -0.0018, 0, -0.0005, -0.0081, -0.0105, -0.0033, -0.0037}, 582 { -0.0051, -0.0016, -0.0052, -0.0006, -0.0005, 0, -0.0055, -0.0106, -0.0063, -0.0013}, 583 { -0.0010, -0.0018, -0.0054, -0.0067, -0.0081, -0.0055, 0, -0.0009, -0.0010, -0.0060}, 584 { -0.0028, -0.0101, -0.0017, -0.0058, -0.0105, -0.0106, -0.0009, 0, -0.0018, -0.0183}, 585 { -0.0005, -0.0013, -0.0017, -0.0087, -0.0033, -0.0063, -0.0010, -0.0018, 0, -0.0042}, 586 { -0.0046, -0.0002, -0.0097, -0.0073, -0.0037, -0.0013, -0.0060, -0.0183, -0.0042, 0}, 587 }, 588 } 589 ); 590 } 591 592 368 593 [TestMethod] 369 594 public void CovMaternIsoTest() {
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