- Timestamp:
- 08/14/12 17:10:08 (12 years ago)
- Location:
- trunk/sources
- Files:
-
- 7 edited
Legend:
- Unmodified
- Added
- Removed
-
TabularUnified trunk/sources/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/CovariancePeriodic.cs ¶
r8484 r8491 34 34 public double Scale { get { return sf2; } } 35 35 [Storable] 36 private double l;37 public double Length { get { return l; } }36 private double inverseLength; 37 public double InverseLength { get { return inverseLength; } } 38 38 [Storable] 39 39 private double p; … … 48 48 : base(original, cloner) { 49 49 sf2 = original.sf2; 50 l = original.l;50 inverseLength = original.inverseLength; 51 51 p = original.p; 52 52 } … … 61 61 public void SetParameter(double[] hyp) { 62 62 if (hyp.Length != 3) throw new ArgumentException(); 63 this. l =Math.Exp(hyp[0]);63 this.inverseLength = 1.0 / Math.Exp(hyp[0]); 64 64 this.p = Math.Exp(hyp[1]); 65 65 this.sf2 = Math.Exp(2 * hyp[2]); … … 69 69 double k = i == j ? 0.0 : GetDistance(x, x, i, j); 70 70 k = Math.PI * k / p; 71 k = Math.Sin(k) / l;71 k = Math.Sin(k) * inverseLength; 72 72 k = k * k; 73 73 … … 77 77 public IEnumerable<double> GetGradient(double[,] x, int i, int j) { 78 78 double v = i == j ? 0.0 : Math.PI * GetDistance(x, x, i, j) / p; 79 double gradient = Math.Sin(v) / l;79 double gradient = Math.Sin(v) * inverseLength; 80 80 gradient *= gradient; 81 81 yield return 4.0 * sf2 * Math.Exp(-2.0 * gradient) * gradient; 82 double r = Math.Sin(v) / l;83 yield return 4.0 * sf2 / l* Math.Exp(-2 * r * r) * r * Math.Cos(v) * v;82 double r = Math.Sin(v) * inverseLength; 83 yield return 4.0 * sf2 * inverseLength * Math.Exp(-2 * r * r) * r * Math.Cos(v) * v; 84 84 yield return 2.0 * sf2 * Math.Exp(-2 * gradient); 85 85 } … … 88 88 double k = GetDistance(x, xt, i, j); 89 89 k = Math.PI * k / p; 90 k = Math.Sin(k) / l;90 k = Math.Sin(k) * inverseLength; 91 91 k = k * k; 92 92 … … 95 95 96 96 private double GetDistance(double[,] x, double[,] xt, int i, int j) { 97 return Math.Sqrt(Util.SqrDist( Util.GetRow(x, i), Util.GetRow(xt, j)));97 return Math.Sqrt(Util.SqrDist(x, i, xt, j)); 98 98 } 99 99 } -
TabularUnified trunk/sources/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/CovarianceRQiso.cs ¶
r8484 r8491 22 22 using System; 23 23 using System.Collections.Generic; 24 using System.Linq;25 24 using HeuristicLab.Common; 26 25 using HeuristicLab.Core; … … 36 35 public double Scale { get { return sf2; } } 37 36 [Storable] 38 private double l;39 public double Length { get { return l; } }37 private double inverseLength; 38 public double InverseLength { get { return inverseLength; } } 40 39 [Storable] 41 40 private double alpha; … … 50 49 : base(original, cloner) { 51 50 this.sf2 = original.sf2; 52 this. l = original.l;51 this.inverseLength = original.inverseLength; 53 52 this.alpha = original.alpha; 54 53 } … … 68 67 public void SetParameter(double[] hyp) { 69 68 if (hyp.Length != 3) throw new ArgumentException("CovarianceRQiso has three hyperparameters", "k"); 70 this. l =Math.Exp(hyp[0]);69 this.inverseLength = 1.0 / Math.Exp(hyp[0]); 71 70 this.sf2 = Math.Exp(2 * hyp[1]); 72 71 this.alpha = Math.Exp(hyp[2]); … … 75 74 76 75 public double GetCovariance(double[,] x, int i, int j) { 77 double lInv = 1.0 / l;78 76 double d = i == j 79 77 ? 0.0 80 : Util.SqrDist( Util.GetRow(x, i).Select(e => e * lInv), Util.GetRow(x, j).Select(e => e * lInv));78 : Util.SqrDist(x, i, j, inverseLength); 81 79 return sf2 * Math.Pow(1 + 0.5 * d / alpha, -alpha); 82 80 } 83 81 84 82 public IEnumerable<double> GetGradient(double[,] x, int i, int j) { 85 double lInv = 1.0 / l;86 83 double d = i == j 87 84 ? 0.0 88 : Util.SqrDist( Util.GetRow(x, i).Select(e => e * lInv), Util.GetRow(x, j).Select(e => e * lInv));85 : Util.SqrDist(x, i, j, inverseLength); 89 86 90 87 double b = 1 + 0.5 * d / alpha; … … 95 92 96 93 public double GetCrossCovariance(double[,] x, double[,] xt, int i, int j) { 97 double lInv = 1.0 / l; 98 double d = Util.SqrDist(Util.GetRow(x, i).Select(e => e * lInv), Util.GetRow(xt, j).Select(e => e * lInv)); 94 double d = Util.SqrDist(x, i, xt, j, inverseLength); 99 95 return sf2 * Math.Pow(1 + 0.5 * d / alpha, -alpha); 100 96 } -
TabularUnified trunk/sources/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/CovarianceSEard.cs ¶
r8489 r8491 36 36 37 37 [Storable] 38 private double[] l;38 private double[] inverseLength; 39 39 public double[] Length { 40 40 get { 41 if ( l== null) return new double[0];42 var copy = new double[ l.Length];43 Array.Copy( l, copy, copy.Length);41 if (inverseLength == null) return new double[0]; 42 var copy = new double[inverseLength.Length]; 43 Array.Copy(inverseLength, copy, copy.Length); 44 44 return copy; 45 45 } … … 53 53 protected CovarianceSEard(CovarianceSEard original, Cloner cloner) 54 54 : base(original, cloner) { 55 if (original. l!= null) {56 this. l = new double[original.l.Length];57 Array.Copy(original. l, this.l, l.Length);55 if (original.inverseLength != null) { 56 this.inverseLength = new double[original.inverseLength.Length]; 57 Array.Copy(original.inverseLength, this.inverseLength, inverseLength.Length); 58 58 } 59 59 this.sf2 = original.sf2; … … 68 68 69 69 public void SetParameter(double[] hyp) { 70 this. l = hyp.Take(hyp.Length - 1).Select(Math.Exp).ToArray();70 this.inverseLength = hyp.Take(hyp.Length - 1).Select(p => 1.0 / Math.Exp(p)).ToArray(); 71 71 this.sf2 = Math.Exp(2 * hyp[hyp.Length - 1]); 72 72 } … … 75 75 double d = i == j 76 76 ? 0.0 77 : Util.SqrDist(Util.GetRow(x, i).Select((e, k) => e / l[k]), 78 Util.GetRow(x, j).Select((e, k) => e / l[k])); 77 : Util.SqrDist(x, i, j, inverseLength); 79 78 return sf2 * Math.Exp(-d / 2.0); 80 79 } … … 83 82 double d = i == j 84 83 ? 0.0 85 : Util.SqrDist(Util.GetRow(x, i).Select((e, ii) => e / l[ii]), 86 Util.GetRow(x, j).Select((e, ii) => e / l[ii])); 84 : Util.SqrDist(x, i, j, inverseLength); 87 85 88 for (int ii = 0; ii < l.Length; ii++) {89 double sqrDist = Util.SqrDist(x[i, ii] / l[ii], x[j, ii] / l[ii]);86 for (int ii = 0; ii < inverseLength.Length; ii++) { 87 double sqrDist = Util.SqrDist(x[i, ii] * inverseLength[ii], x[j, ii] * inverseLength[ii]); 90 88 yield return sf2 * Math.Exp(-d / 2.0) * sqrDist; 91 89 } … … 94 92 95 93 public double GetCrossCovariance(double[,] x, double[,] xt, int i, int j) { 96 double d = Util.SqrDist( Util.GetRow(x, i).Select((e, k) => e / l[k]), Util.GetRow(xt, j).Select((e, k) => e / l[k]));94 double d = Util.SqrDist(x, i, xt, j, inverseLength); 97 95 return sf2 * Math.Exp(-d / 2.0); 98 96 } -
TabularUnified trunk/sources/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/CovarianceSEiso.cs ¶
r8484 r8491 22 22 using System; 23 23 using System.Collections.Generic; 24 using System.Linq;25 24 using HeuristicLab.Common; 26 25 using HeuristicLab.Core; … … 36 35 public double Scale { get { return sf2; } } 37 36 [Storable] 38 private double l;39 public double Length { get { return l; } }37 private double inverseLength; 38 public double InverseLength { get { return inverseLength; } } 40 39 41 40 [StorableConstructor] … … 47 46 : base(original, cloner) { 48 47 this.sf2 = original.sf2; 49 this. l = original.l;48 this.inverseLength = original.inverseLength; 50 49 } 51 50 … … 64 63 public void SetParameter(double[] hyp) { 65 64 if (hyp.Length != 2) throw new ArgumentException("CovarianceSEiso has two hyperparameters", "k"); 66 this. l =Math.Exp(hyp[0]);65 this.inverseLength = 1.0 / Math.Exp(hyp[0]); 67 66 this.sf2 = Math.Exp(2 * hyp[1]); 68 67 } … … 70 69 71 70 public double GetCovariance(double[,] x, int i, int j) { 72 double lInv = 1.0 / l;73 71 double d = i == j 74 72 ? 0.0 75 : Util.SqrDist( Util.GetRow(x, i).Select(e => e * lInv), Util.GetRow(x, j).Select(e => e * lInv));73 : Util.SqrDist(x, i, j, inverseLength); 76 74 return sf2 * Math.Exp(-d / 2.0); 77 75 } 78 76 79 77 public IEnumerable<double> GetGradient(double[,] x, int i, int j) { 80 double lInv = 1.0 / l;81 78 double d = i == j 82 79 ? 0.0 83 : Util.SqrDist( Util.GetRow(x, i).Select(e => e * lInv), Util.GetRow(x, j).Select(e => e * lInv));80 : Util.SqrDist(x, i, j, inverseLength); 84 81 double g = Math.Exp(-d / 2.0); 85 82 yield return sf2 * g * d; … … 88 85 89 86 public double GetCrossCovariance(double[,] x, double[,] xt, int i, int j) { 90 double lInv = 1.0 / l; 91 double d = Util.SqrDist(Util.GetRow(x, i).Select(e => e * lInv), Util.GetRow(xt, j).Select(e => e * lInv)); 87 double d = Util.SqrDist(x, i, xt, j, inverseLength); 92 88 return sf2 * Math.Exp(-d / 2.0); 93 89 } -
TabularUnified trunk/sources/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/Util.cs ¶
r8463 r8491 38 38 } 39 39 40 public static double SqrDist(double[,] x, int i, int j, double scale = 1.0) { 41 return SqrDist(x, i, x, j, scale); 42 } 43 44 public static double SqrDist(double[,] x, int i, double[,] xt, int j, double scale = 1.0) { 45 double ss = 0.0; 46 for (int k = 0; k < x.GetLength(1); k++) { 47 double d = x[i, k] - xt[j, k]; 48 ss += d * d; 49 } 50 return scale * scale * ss; 51 } 52 public static double SqrDist(double[,] x, int i, int j, double[] scale) { 53 return SqrDist(x, i, x, j, scale); 54 } 55 56 public static double SqrDist(double[,] x, int i, double[,] xt, int j, double[] scale) { 57 double ss = 0.0; 58 for (int k = 0; k < x.GetLength(1); k++) { 59 double d = x[i, k] - xt[j, k]; 60 ss += d * d * scale[k] * scale[k]; 61 } 62 return ss; 63 } 64 40 65 public static IEnumerable<double> GetRow(double[,] x, int r) { 41 66 int cols = x.GetLength(1); -
TabularUnified trunk/sources/HeuristicLab.Tests/HeuristicLab.Algorithms.DataAnalysis-3.4/GaussianProcessFunctionsTest.cs ¶
r8484 r8491 185 185 { 186 186 new double[,] { 187 { 0.6345, 0.6652, 0.2647, 0.6484, 0.4251, 0.6943, 0.5427, 0.4338, 0.5527, 0.3280},188 { 0. 5921, 0.4959, 0.4876, 0.6115, 0.4601, 0.6702, 0.5360, 0.3252, 0.4791, 0.3526},189 { 0. 3961, 0.4296, 0.2816, 0.5165, 0.6456, 0.3784, 0.2923, 0.5455, 0.4237, 0.3036},190 { 0. 3916, 0.6566, 0.3888, 0.4777, 0.7173, 0.6255, 0.2051, 0.2256, 0.2498, 0.3182},191 { 0. 2181, 0.6194, 0.4041, 0.1929, 0.7305, 0.7077, 0.3750, 0.1532, 0.1758, 0.2510},192 { 0. 2344, 0.4538, 0.4967, 0.3056, 0.7032, 0.6205, 0.2413, 0.0960, 0.0929, 0.2492},193 { 0. 5996, 0.4229, 0.4622, 0.6365, 0.2384, 0.6451, 0.5566, 0.5865, 0.5446, 0.3263},194 { 0. 6017, 0.5846, 0.3398, 0.6585, 0.4850, 0.5905, 0.5060, 0.6636, 0.5900, 0.3834},195 { 0. 5719, 0.5057, 0.2476, 0.6023, 0.3674, 0.6144, 0.5216, 0.5174, 0.5364, 0.2776},196 { 0. 6327, 0.4789, 0.5849, 0.6712, 0.5796, 0.6030, 0.5167, 0.3428, 0.5177, 0.4767},187 { 0, 0.3197, 0.6358, 0.5518, 0.5207, 0.5909, 0.3361, 0.4897, 0.2447, 0.5720}, 188 { 0.3197, 0, 0.6697, 0.6190, 0.4635, 0.4047, 0.4190, 0.6899, 0.3650, 0.1552}, 189 { 0.6358, 0.6697, 0, 0.6031, 0.5367, 0.5927, 0.6008, 0.4084, 0.4103, 0.6843}, 190 { 0.5518, 0.6190, 0.6031, 0, 0.4173, 0.2740, 0.6339, 0.6114, 0.6702, 0.6455}, 191 { 0.5207, 0.4635, 0.5367, 0.4173, 0, 0.2510, 0.6610, 0.6935, 0.5180, 0.5362}, 192 { 0.5909, 0.4047, 0.5927, 0.2740, 0.2510, 0, 0.6019, 0.6955, 0.6232, 0.3756}, 193 { 0.3361, 0.4190, 0.6008, 0.6339, 0.6610, 0.6019, 0, 0.3205, 0.3279, 0.6165}, 194 { 0.4897, 0.6899, 0.4084, 0.6114, 0.6935, 0.6955, 0.3205, 0, 0.4189, 0.7344}, 195 { 0.2447, 0.3650, 0.4103, 0.6702, 0.5180, 0.6232, 0.3279, 0.4189, 0, 0.5595}, 196 { 0.5720, 0.1552, 0.6843, 0.6455, 0.5362, 0.3756, 0.6165, 0.7344, 0.5595, 0}, 197 197 }, 198 198 new double[,] { 199 { 1.1542, 1.0808, 1.7137, 1.1224, 1.5090, 0.9961, 1.3298, 1.4968, 1.3127, 1.6369},200 { 1. 2413, 1.4053, 1.4181, 1.2031, 1.4591, 1.0675, 1.3411, 1.6404, 1.4309, 1.6057},201 { 1. 5486, 1.5027, 1.6936, 1.3729, 1.1289, 1.5721, 1.6807, 1.3251, 1.5109, 1.6670},202 { 1. 5547, 1.1026, 1.5584, 1.4331, 0.9067, 1.1739, 1.7826, 1.7593, 1.7313, 1.6490},203 { 1. 7679, 1.1868, 1.5379, 1.7963, 0.8253, 0.9483, 1.5767, 1.8403, 1.8154, 1.7298},204 { 1. 7492, 1.4683, 1.4041, 1.6646, 0.9652, 1.1845, 1.7411, 1.9016, 1.9048, 1.7320},205 { 1. 2267, 1.5121, 1.4560, 1.1498, 1.7445, 1.1302, 1.3060, 1.2519, 1.3266, 1.6389},206 { 1. 2227, 1.2555, 1.6220, 1.0978, 1.4220, 1.2443, 1.3896, 1.0850, 1.2454, 1.5656},207 { 1. 2789, 1.3900, 1.7339, 1.2214, 1.5866, 1.1971, 1.3647, 1.3715, 1.3404, 1.6984},208 { 1. 1581, 1.4312, 1.2549, 1.0647, 1.2647, 1.2200, 1.3726, 1.6182, 1.3709, 1.4346},199 { 2.0000, 1.6472, 1.1513, 1.3142, 1.3662, 1.2437, 1.6267, 1.4148, 1.7372, 1.2786}, 200 { 1.6472, 2.0000, 1.0689, 1.1876, 1.4541, 1.5370, 1.5174, 1.0103, 1.5898, 1.8381}, 201 { 1.1513, 1.0689, 2.0000, 1.2199, 1.3398, 1.2402, 1.2244, 1.5320, 1.5293, 1.0276}, 202 { 1.3142, 1.1876, 1.2199, 2.0000, 1.5197, 1.7027, 1.1555, 1.2033, 1.0675, 1.1291}, 203 { 1.3662, 1.4541, 1.3398, 1.5197, 2.0000, 1.7299, 1.0916, 0.9989, 1.3706, 1.3407}, 204 { 1.2437, 1.5370, 1.2402, 1.7027, 1.7299, 2.0000, 1.2223, 0.9923, 1.1787, 1.5758}, 205 { 1.6267, 1.5174, 1.2244, 1.1555, 1.0916, 1.2223, 2.0000, 1.6461, 1.6369, 1.1928}, 206 { 1.4148, 1.0103, 1.5320, 1.2033, 0.9989, 0.9923, 1.6461, 2.0000, 1.5176, 0.7806}, 207 { 1.7372, 1.5898, 1.5293, 1.0675, 1.3706, 1.1787, 1.6369, 1.5176, 2.0000, 1.3009}, 208 { 1.2786, 1.8381, 1.0276, 1.1291, 1.3407, 1.5758, 1.1928, 0.7806, 1.3009, 2.0000}, 209 209 } 210 210 } … … 227 227 { 228 228 new double[,] { 229 { 1.0207, 1.1326, 0.3026, 1.0685, 0.5423, 1.2686, 0.7724, 0.5574, 0.7955, 0.3900},230 { 0. 8944, 0.6729, 0.6564, 0.9490, 0.6043, 1.1534, 0.7573, 0.3860, 0.6400, 0.4263},231 { 0.4942, 0.5501, 0.3252, 0.7151, 1.0586, 0.4660, 0.3398, 0.7787, 0.5400, 0.3554},232 { 0. 4868, 1.0987, 0.4824, 0.6372, 1.4215, 0.9914, 0.2266, 0.2521, 0.2830, 0.3760},233 { 0. 2427, 0.9726, 0.5072, 0.2117, 1.5705, 1.3491, 0.4606, 0.1646, 0.1911, 0.2846},234 { 0. 2632, 0.5928, 0.6745, 0.3581, 1.3203, 0.9760, 0.2721, 0.1002, 0.0969, 0.2822},235 { 0. 9151, 0.5386, 0.6082, 1.0272, 0.2684, 1.0567, 0.8045, 0.8794, 0.7766, 0.3876},236 { 0. 9208, 0.8744, 0.4072, 1.1062, 0.6514, 0.8901, 0.6932, 1.1260, 0.8886, 0.4738},237 { 0. 8418, 0.6927, 0.2801, 0.9226, 0.4489, 0.9576, 0.7259, 0.7169, 0.7582, 0.3198},238 { 1.0149, 0.6396, 0.8752, 1.1578, 0.8615, 0.9246, 0.7154, 0.4117, 0.7177, 0.6353},229 { 0, 0.3781, 1.0250, 0.7934, 0.7239, 0.8910, 0.4018, 0.6606, 0.2764, 0.8421}, 230 { 0.3781, 0, 1.1512, 0.9715, 0.6106, 0.5082, 0.5320, 1.2453, 0.4451, 0.1669}, 231 { 1.0250, 1.1512, 0, 0.9248, 0.7589, 0.8960, 0.9183, 0.5143, 0.5175, 1.2171}, 232 { 0.7934, 0.9715, 0.9248, 0, 0.5292, 0.3149, 1.0188, 0.9487, 1.1534, 1.0583}, 233 { 0.7239, 0.6106, 0.7589, 0.5292, 0, 0.2845, 1.1157, 1.2640, 0.7182, 0.7577}, 234 { 0.8910, 0.5082, 0.8960, 0.3149, 0.2845, 0, 0.9214, 1.2749, 0.9845, 0.4616}, 235 { 0.4018, 0.5320, 0.9183, 1.0188, 1.1157, 0.9214, 0, 0.3793, 0.3899, 0.9638}, 236 { 0.6606, 1.2453, 0.5143, 0.9487, 1.2640, 1.2749, 0.3793, 0, 0.5318, 1.6567}, 237 { 0.2764, 0.4451, 0.5175, 1.1534, 0.7182, 0.9845, 0.3899, 0.5318, 0, 0.8116}, 238 { 0.8421, 0.1669, 1.2171, 1.0583, 0.7577, 0.4616, 0.9638, 1.6567, 0.8116, 0}, 239 239 }, 240 240 new double[,] { 241 { 1 3.7185, 13.5970, 14.4724, 13.6668, 14.2254, 13.4477, 13.9840, 14.2096, 13.9596, 14.3828},242 { 1 3.8542, 14.0889, 14.1062, 13.7957, 14.1607, 13.5743, 14.0000, 14.3869, 14.1234, 14.3454},243 { 1 4.2753, 14.2173, 14.4492, 14.0445, 13.6775, 14.3044, 14.4343, 13.9773, 14.2278, 14.4183},244 { 1 4.2829, 13.6339, 14.2875, 14.1263, 13.2777, 13.7501, 14.5498, 14.5238, 14.4923, 14.3972},245 { 14. 5334, 13.7703, 14.2618, 14.5649, 13.1097, 13.3585, 14.3100, 14.6126, 14.5857, 14.4907},246 { 1 4.5125, 14.1727, 14.0872, 14.4155, 13.3905, 13.7667, 14.5035, 14.6775, 14.6809, 14.4932},247 { 1 3.8321, 14.2292, 14.1566, 13.7114, 14.5073, 13.6796, 13.9499, 13.8703, 13.9795, 14.3852},248 { 1 3.8260, 13.8756, 14.3651, 13.6258, 14.1115, 13.8588, 14.0675, 13.6042, 13.8604, 14.2964},249 { 1 3.9103, 14.0681, 14.4953, 13.8241, 14.3221, 13.7864, 14.0331, 14.0426, 13.9991, 14.4548},250 { 13. 7248, 14.1238, 13.8747, 13.5695, 13.8893, 13.8218, 14.0442, 14.3604, 14.0418, 14.1283},241 { 14.7781, 14.3950, 13.7138, 13.9618, 14.0352, 13.8578, 14.3707, 14.1018, 14.4990, 13.9100}, 242 { 14.3950, 14.7781, 13.5767, 13.7715, 14.1542, 14.2607, 14.2360, 13.4735, 14.3260, 14.6102}, 243 { 13.7138, 13.5767, 14.7781, 13.8217, 13.9982, 13.8525, 13.8286, 14.2545, 14.2511, 13.5045}, 244 { 13.9618, 13.7715, 13.8217, 14.7781, 14.2390, 14.4598, 13.7206, 13.7960, 13.5743, 13.6778}, 245 { 14.0352, 14.1542, 13.9982, 14.2390, 14.7781, 14.4908, 13.6154, 13.4528, 14.0413, 13.9995}, 246 { 13.8578, 14.2607, 13.8525, 14.4598, 14.4908, 14.7781, 13.8254, 13.4407, 13.7576, 14.3090}, 247 { 14.3707, 14.2360, 13.8286, 13.7206, 13.6154, 13.8254, 14.7781, 14.3938, 14.3828, 13.7798}, 248 { 14.1018, 13.4735, 14.2545, 13.7960, 13.4528, 13.4407, 14.3938, 14.7781, 14.2363, 13.0113}, 249 { 14.4990, 14.3260, 14.2511, 13.5743, 14.0413, 13.7576, 14.3828, 14.2363, 14.7781, 13.9425}, 250 { 13.9100, 14.6102, 13.5045, 13.6778, 13.9995, 14.3090, 13.7798, 13.0113, 13.9425, 14.7781}, 251 251 }, 252 252 } … … 273 273 { 274 274 new double[,] { 275 { 0.4578, 0.4717, 0.2318, 0.4642, 0.3430, 0.4841, 0.4117, 0.3485, 0.4170, 0.2781},276 { 0. 4373, 0.3856, 0.3808, 0.4468, 0.3645, 0.4738, 0.4080, 0.2761, 0.3758, 0.2952},277 { 0. 3244, 0.3458, 0.2445, 0.3973, 0.4629, 0.3127, 0.2524, 0.4132, 0.3421, 0.2607},278 { 0. 3214, 0.4679, 0.3195, 0.3750, 0.4932, 0.4535, 0.1851, 0.2015, 0.2204, 0.2712},279 { 0. 1955, 0.4507, 0.3295, 0.1752, 0.4981, 0.4894, 0.3104, 0.1418, 0.1610, 0.2213},280 { 0. 2084, 0.3607, 0.3861, 0.2621, 0.4877, 0.4512, 0.2138, 0.0915, 0.0887, 0.2199},281 { 0. 4411, 0.3416, 0.3658, 0.4587, 0.2116, 0.4627, 0.4191, 0.4345, 0.4127, 0.2770},282 { 0. 4421, 0.4335, 0.2864, 0.4687, 0.3793, 0.4365, 0.3913, 0.4710, 0.4362, 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-0.0010, -0.0018, -0.0054, -0.0067, -0.0081, -0.0055, 0, -0.0009, -0.0010, -0.0060}, 360 { -0.0028, -0.0101, -0.0017, -0.0058, -0.0105, -0.0106, -0.0009, 0, -0.0018, -0.0183}, 361 { -0.0005, -0.0013, -0.0017, -0.0087, -0.0033, -0.0063, -0.0010, -0.0018, 0, -0.0042}, 362 { -0.0046, -0.0002, -0.0097, -0.0073, -0.0037, -0.0013, -0.0060, -0.0183, -0.0042, 0}, 363 363 } 364 364 } … … 409 409 new double[,] 410 410 { 411 { 0.0883, 0.3624, 0.5578, 0.1949, 0.7358, 0.6487, 0.2984, 0.7338, 0.2296, 0.6286},412 { 0. 0211, 0.5833, 0.6197, 0.0027, 0.7026, 0.4160, 0.3448, 0.6246, 0.6512, 0.6645},413 { 0. 7208, 0.7352, 0.5721, 0.4719, 0.1707, 0.7008, 0.5831, 0.2792, 0.7357, 0.5962},414 { 0. 7162, 0.2728, 0.7132, 0.6561, 0.7349, 0.0401, 0.5435, 0.5416, 0.5487, 0.6150},415 { 0. 5414, 0.0183, 0.7276, 0.5484, 0.6728, 0.7228, 0.6963, 0.5851, 0.5603, 0.5493},416 { 0. 5430, 0.7140, 0.5794, 0.5986, 0.7046, 0.0216, 0.5451, 0.6879, 0.6941, 0.5484},417 { 0. 0050, 0.7357, 0.6982, 0.1011, 0.5441, 0.1662, 0.2038, 0.0396, 0.2855, 0.6263},418 { 0. 0025, 0.0470, 0.6457, 0.2925, 0.6298, 0.0258, 0.5324, 0.3451, 0.0275, 0.7069},419 { 0. 1088, 0.5338, 0.5476, 0.0019, 0.6859, 0.0068, 0.4402, 0.4667, 0.3421, 0.5684},420 { 0. 0774, 0.6520, 0.0457, 0.4271, 0.0686, 0.0013, 0.4709, 0.6502, 0.4644, 0.6594},421 }, 422 new double[,] 423 { 424 { 1.8911, 3.5259, -0.1726, 2.7462, -1.7412, 3.7725, -2.7071, -1.8853, -2.5019, -0.5552},425 { -0. 8840, -2.8021, -2.7150, 0.3273, -2.3218, 3.6802, -2.8022, -0.5330, -2.6079, -0.7758},426 { -1.2996, -1.8154, -0.2547, -2.9071, 2.5861, -1.0654, -0.3131, -2.6579, -1.7190, -0.3814},427 { - 1.2366, 3.1709, -1.1989, -2.5877, 2.7645, 1.2794, 0.0523, -0.0174, -0.1087, -0.4806},428 { 0.0086, 0.8629, -1.4146, 0.0921, 1.6565, 3.3174, -1.0231, 0.2231, 0.1477, -0.1137},429 { -0. 0491, -2.2183, -2.8095, -0.3938, 3.5099, 0.9382, -0.0753, 0.4427, 0.4556, -0.1062},430 { -0. 4372, -1.7059, -2.3555, 2.0194, -0.0642, 2.5547, -2.4014, -1.1924, -2.6748, -0.5422},431 { - 0.3101, -1.2911, -0.6547, 3.2602, -2.6843, -0.9727, -2.8761, 3.4673, -1.0044, -1.1276},432 { - 1.8766, -2.8747, -0.0998, -0.2703, -0.9342, 0.5245, -2.9018, -2.9072, -2.7976, -0.2342},433 { 1.7731, -2.6049, -1.2740, 3.7069, -1.5344, -0.2241, -2.9071, -0.6824, -2.9071, -2.5738},434 }, 435 new double[,] 436 { 437 { 1.9096, 1.5931, 0.2877, 1.7941, 0.7384, 1.1215, 1.6733, 0.7902, 1.7547, 0.3763},438 { 1.9788, 1.2580, 1.1862, 1.9973, 0.9676, 1.5216, 1.6156, 0.3704, 1.1157, 0.4367},439 { 0.5925, 0.7648, 0.3033, 1.4416, 1.8211, 0.5208, 0.3160, 1.6965, 0.7306, 0.3320},440 { 0.5729, 1.7041, 0.5612, 1.1037, 0.7004, 1.9595, 0.2729, 0.2709, 0.2781, 0.3568},441 { 0.2707, 1.9816, 0.6289, 0.2779, 0.4531, 0.8782, 0.5082, 0.3184, 0.2903, 0.2788},442 { 0.2723, 0.9219, 1.2651, 0.3350, 0.9602, 1.9782, 0.2744, 0.4870, 0.5024, 0.2778},443 { 1.9950, 0.7261, 0.9832, 1.8961, 0.2735, 1.8260, 1.7841, 1.9600, 1.6889, 0.3729},444 { 1. 9975, 1.9524, 0.4031, 1.6805, 1.1645, 1.9741, 1.3471, 1.6152, 1.9723, 0.5395},445 { 1.8880, 1.3447, 0.2770, 1.9981, 0.4821, 1.9932, 1.4877, 1.4494, 1.6190, 0.2991},446 { 1. 9210, 1.1139, 1.9538, 1.5061, 1.9301, 1.9987, 1.4432, 0.4107, 1.4528, 1.0956},411 { 0, 0.6171, 0.0967, 0.2357, 0.4461, 0.0247, 0.6403, 0.6107, 0.5464, 0.1081}, 412 { 0.6171, 0, 0.4105, 0.0173, 0.6953, 0.7281, 0.7351, 0.6132, 0.6825, 0.5825}, 413 { 0.0967, 0.4105, 0, 0.0012, 0.3397, 0.0195, 0.0034, 0.7305, 0.7317, 0.5618}, 414 { 0.2357, 0.0173, 0.0012, 0, 0.7346, 0.5651, 0.0847, 0.0026, 0.4161, 0.1700}, 415 { 0.4461, 0.6953, 0.3397, 0.7346, 0, 0.5493, 0.3178, 0.6422, 0.4630, 0.3434}, 416 { 0.0247, 0.7281, 0.0195, 0.5651, 0.5493, 0, 0.0023, 0.6572, 0.0311, 0.6971}, 417 { 0.6403, 0.7351, 0.0034, 0.0847, 0.3178, 0.0023, 0, 0.6182, 0.6285, 0.0109}, 418 { 0.6107, 0.6132, 0.7305, 0.0026, 0.6422, 0.6572, 0.6182, 0, 0.7351, 0.6230}, 419 { 0.5464, 0.6825, 0.7317, 0.4161, 0.4630, 0.0311, 0.6285, 0.7351, 0, 0.1843}, 420 { 0.1081, 0.5825, 0.5618, 0.1700, 0.3434, 0.6971, 0.0109, 0.6230, 0.1843, 0}, 421 }, 422 new double[,] 423 { 424 { 0, -0.4917, 1.9759, -2.5233, -2.9038, -0.9545, -0.6223, -2.7396, -0.0884, -1.8718}, 425 { -0.4917, 0, 3.6663, 0.8377, -2.3760, -1.4241, -1.6437, 3.8424, -0.9067, 0.2162}, 426 { 1.9759, 3.6663, 0, -0.2205, -2.7933, -0.8509, -0.3646, -1.4789, -1.5087, 3.8738}, 427 { -2.5233, 0.8377, -0.2205, 0, -1.6172, -0.2162, 1.8523, 0.3213, 3.6804, 2.5815}, 428 { -2.9038, -2.3760, -2.7933, -1.6172, 0, -0.1136, 3.3650, 3.7893, -2.9070, -2.7998}, 429 { -0.9545, -1.4241, -0.8509, -0.2162, -0.1136, 0, -0.2974, 3.7478, 1.1265, -1.0310}, 430 { -0.6223, -1.6437, -0.3646, 1.8523, 3.3650, -0.2974, 0, -0.4977, -0.5548, 0.6640}, 431 { -2.7396, 3.8424, -1.4789, 0.3213, 3.7893, 3.7478, -0.4977, 0, -1.6417, 1.1444}, 432 { -0.0884, -0.9067, -1.5087, 3.6804, -2.9070, 1.1265, -0.5548, -1.6417, 0, -2.3160}, 433 { -1.8718, 0.2162, 3.8738, 2.5815, -2.7998, -1.0310, 0.6640, 1.1444, -2.3160, 0}, 434 }, 435 new double[,] 436 { 437 { 2.0000, 0.3597, 1.9008, 1.7477, 1.4793, 1.9751, 0.3943, 1.2046, 0.2758, 1.8887}, 438 { 0.3597, 2.0000, 1.5291, 1.9826, 0.9929, 0.6320, 0.7047, 1.1997, 0.4741, 0.3153}, 439 { 1.9008, 1.5291, 2.0000, 1.9988, 1.6221, 1.9804, 1.9966, 0.6498, 0.6595, 1.2969}, 440 { 1.7477, 1.9826, 1.9988, 2.0000, 0.6957, 0.2956, 1.9134, 1.9974, 1.5215, 1.8218}, 441 { 1.4793, 0.9929, 1.6221, 0.6957, 2.0000, 0.2787, 1.6495, 1.1369, 1.4549, 1.6174}, 442 { 1.9751, 0.6320, 1.9804, 0.2956, 0.2787, 2.0000, 1.9977, 1.1010, 1.9686, 0.5106}, 443 { 0.3943, 0.7047, 1.9966, 1.9134, 1.6495, 1.9977, 2.0000, 0.3612, 0.3762, 1.9891}, 444 { 1.2046, 1.1997, 0.6498, 1.9974, 1.1369, 1.1010, 0.3612, 2.0000, 0.7040, 0.3681}, 445 { 0.2758, 0.4741, 0.6595, 1.5215, 1.4549, 1.9686, 0.3762, 0.7040, 2.0000, 1.8059}, 446 { 1.8887, 0.3153, 1.2969, 1.8218, 1.6174, 0.5106, 1.9891, 0.3681, 1.8059, 2.0000}, 447 447 }, 448 448 } … … 466 466 new double[,] 467 467 { 468 { 2.7658, 2.8666, 1.3028, 2.8119, 1.9878, 2.9569, 2.4420, 2.0231, 2.4786, 1.5821}, 469 { 2.6198, 2.2663, 2.2343, 2.6874, 2.1274, 2.8825, 2.4171, 1.5700, 2.2016, 1.6875}, 470 { 1.8698, 2.0061, 1.3786, 2.3444, 2.8027, 1.7965, 1.4262, 2.4522, 1.9823, 1.4760}, 471 { 1.8510, 2.8387, 1.8395, 2.1959, 3.0210, 2.7352, 1.0285, 1.1240, 1.2352, 1.5397}, 472 { 1.0892, 2.7145, 1.9025, 0.9710, 3.0490, 2.9953, 1.7820, 0.7805, 0.8894, 1.2407}, 473 { 1.1645, 2.1025, 2.2694, 1.4845, 2.9828, 2.7182, 1.1965, 0.4978, 0.4823, 1.2323}, 474 { 2.6463, 1.9790, 2.1357, 2.7724, 1.1832, 2.8010, 2.4926, 2.6000, 2.4488, 1.5751}, 475 { 2.6534, 2.5933, 1.6329, 2.8450, 2.2244, 2.6143, 2.3047, 2.8613, 2.6123, 1.8170}, 476 { 2.5480, 2.3036, 1.2251, 2.6556, 1.7503, 2.6975, 2.3636, 2.3476, 2.4186, 1.3608}, 477 { 2.7599, 2.2008, 2.5944, 2.8858, 2.5757, 2.6581, 2.3450, 1.6460, 2.3490, 2.1920}, 478 }, 479 new double[,] 480 { 481 { 1.2575, 1.0910, 1.1185, 1.1908, 1.4623, 0.8439, 1.4825, 1.4718, 1.4712, 1.2892}, 482 { 1.3993, 1.5049, 1.5043, 1.3445, 1.4935, 1.0563, 1.4887, 1.2825, 1.5024, 1.3439}, 483 { 1.4231, 1.4673, 1.1682, 1.5008, 1.2052, 1.3938, 1.1981, 1.4796, 1.4607, 1.2285}, 484 { 1.4160, 1.1451, 1.4114, 1.5019, 0.5165, 1.2949, 0.9209, 0.9927, 1.0722, 1.2656}, 485 { 0.9668, 1.3176, 1.4350, 0.8763, 0.1550, 0.6776, 1.3876, 0.7218, 0.8114, 1.0761}, 486 { 1.0221, 1.4893, 1.5049, 1.2335, 0.7388, 1.3137, 1.0450, 0.4752, 0.4611, 1.0702}, 487 { 1.3798, 1.4597, 1.4948, 1.2488, 1.0355, 1.2079, 1.4662, 1.4126, 1.4806, 1.2853}, 488 { 1.3741, 1.4168, 1.3163, 1.1334, 1.5039, 1.4032, 1.5040, 1.1017, 1.4045, 1.4024}, 489 { 1.4421, 1.5040, 1.0652, 1.3723, 1.3735, 1.3349, 1.4984, 1.5004, 1.4883, 1.1567}, 490 { 1.2652, 1.5023, 1.4161, 1.0487, 1.4273, 1.3702, 1.5007, 1.3231, 1.5003, 1.5016}, 491 }, 492 new double[,] 493 { 494 { 11.6566, 11.5235, 13.4099, 11.5959, 12.6253, 11.4024, 12.0716, 12.5834, 12.0256, 13.0964}, 495 { 11.8460, 12.2894, 12.3285, 11.7588, 12.4583, 11.5022, 12.1027, 13.1103, 12.3684, 12.9759}, 496 { 12.7645, 12.6035, 13.3256, 12.1932, 11.6081, 12.8500, 13.2725, 12.0588, 12.6318, 13.2165}, 497 { 12.7864, 11.5605, 12.7999, 12.3753, 11.3155, 11.6967, 13.7101, 13.6063, 13.4846, 13.1446}, 498 { 13.6442, 11.7236, 12.7260, 13.7721, 11.2771, 11.3504, 12.8668, 13.9754, 13.8595, 13.4785}, 499 { 13.5621, 12.4883, 12.2856, 13.2070, 11.3674, 11.7187, 13.5272, 14.2715, 14.2876, 13.4877}, 500 { 11.8120, 12.6357, 12.4483, 11.6480, 13.5417, 11.6104, 12.0079, 11.8714, 12.0630, 13.1045}, 501 { 11.8028, 11.8801, 13.0386, 11.5521, 12.3406, 11.8531, 12.2422, 11.5305, 11.8557, 12.8261}, 502 { 11.9378, 12.2435, 13.4957, 11.8000, 12.9036, 11.7458, 12.1694, 12.1892, 12.1009, 13.3455}, 503 { 11.6644, 12.3694, 11.8785, 11.4978, 11.9025, 11.7967, 12.1924, 13.0236, 12.1874, 12.3800}, 504 468 { 0, 1.5463, 2.7702, 2.4754, 2.3601, 2.6154, 1.6170, 2.2426, 1.2120, 2.5484}, 469 { 1.5463, 0, 2.8809, 2.7132, 2.1407, 1.9051, 1.9633, 2.9438, 1.7399, 0.7903}, 470 { 2.7702, 2.8809, 0, 2.6583, 2.4199, 2.6219, 2.6503, 1.9201, 1.9281, 2.9266}, 471 { 2.4754, 2.7132, 2.6583, 0, 1.9565, 1.3445, 2.7639, 2.6871, 2.8826, 2.8025}, 472 { 2.3601, 2.1407, 2.4199, 1.9565, 0, 1.2406, 2.8530, 2.9544, 2.3499, 2.4179}, 473 { 2.6154, 1.9051, 2.6219, 1.3445, 1.2406, 0, 2.6541, 2.9603, 2.7276, 1.7848}, 474 { 1.6170, 1.9633, 2.6503, 2.7639, 2.8530, 2.6541, 0, 1.5498, 1.5819, 2.7045}, 475 { 2.2426, 2.9438, 1.9201, 2.6871, 2.9544, 2.9603, 1.5498, 0, 1.9628, 3.0510}, 476 { 1.2120, 1.7399, 1.9281, 2.8826, 2.3499, 2.7276, 1.5819, 1.9628, 0, 2.5033}, 477 { 2.5484, 0.7903, 2.9266, 2.8025, 2.4179, 1.7848, 2.7045, 3.0510, 2.5033, 0}, 478 }, 479 new double[,] 480 { 481 { 0, 1.2693, 1.2518, 1.4723, 1.4989, 1.4024, 1.3080, 1.5046, 1.0560, 1.4419}, 482 { 1.2693, 0, 1.0599, 1.3190, 1.4956, 1.4360, 1.4550, 0.8895, 1.3688, 0.7299}, 483 { 1.2518, 1.0599, 0, 1.3700, 1.4880, 1.3979, 1.3765, 1.4411, 1.4438, 0.9428}, 484 { 1.4723, 1.3190, 1.3700, 0, 1.4529, 1.1461, 1.2600, 1.3448, 1.0562, 1.2056}, 485 { 1.4989, 1.4956, 1.4880, 1.4529, 0, 1.0760, 1.1183, 0.8531, 1.5002, 1.4885}, 486 { 1.4024, 1.4360, 1.3979, 1.1461, 1.0760, 0, 1.3735, 0.8314, 1.3035, 1.3888}, 487 { 1.3080, 1.4550, 1.3765, 1.2600, 1.1183, 1.3735, 0, 1.2713, 1.2891, 1.3279}, 488 { 1.5046, 0.8895, 1.4411, 1.3448, 0.8531, 0.8314, 1.2713, 0, 1.4549, -0.0705}, 489 { 1.0560, 1.3688, 1.4438, 1.0562, 1.5002, 1.3035, 1.2891, 1.4549, 0, 1.4621}, 490 { 1.4419, 0.7299, 0.9428, 1.2056, 1.4885, 1.3888, 1.3279, -0.0705, 1.4621, 0}, 491 }, 492 new double[,] 493 { 494 { 14.7781, 13.1371, 11.6509, 12.0296, 12.1738, 11.8516, 13.0567, 12.3184, 13.5101, 11.9373}, 495 { 13.1371, 14.7781, 11.5044, 11.7253, 12.4422, 12.7230, 12.6543, 11.4201, 12.9155, 13.9651}, 496 { 11.6509, 11.5044, 14.7781, 11.7964, 12.0992, 11.8434, 11.8067, 12.7053, 12.6959, 11.4432}, 497 { 12.0296, 11.7253, 11.7964, 14.7781, 12.6624, 13.3637, 11.6592, 11.7593, 11.5022, 11.6084}, 498 { 12.1738, 12.4422, 12.0992, 12.6624, 14.7781, 13.4786, 11.5416, 11.4058, 12.1864, 12.1017}, 499 { 11.8516, 12.7230, 11.8434, 13.3637, 13.4786, 14.7781, 11.8019, 11.3978, 11.7066, 12.8636}, 500 { 13.0567, 12.6543, 11.8067, 11.6592, 11.5416, 11.8019, 14.7781, 13.1331, 13.0967, 11.7366}, 501 { 12.3184, 11.4201, 12.7053, 11.7593, 11.4058, 11.3978, 13.1331, 14.7781, 12.6549, 11.2744}, 502 { 13.5101, 12.9155, 12.6959, 11.5022, 12.1864, 11.7066, 13.0967, 12.6549, 14.7781, 11.9944}, 503 { 11.9373, 13.9651, 11.4432, 11.6084, 12.1017, 12.8636, 11.7366, 11.2744, 11.9944, 14.7781}, 505 504 }, 506 505 } … … 529 528 new double[,] 530 529 { 531 { 0.0297, 0.0008, 0.1332, 0.0075, 0.0033, 0.1356, 0.1399, 0.0132, 0.0276, 0.0236},532 { 0. 2195, 0.0760, 0.4116, 0.1404, 0.0661, 0.4222, 0.4578, 0.2055, 0.2348, 0.2319},533 { 0. 0517, 0.2064, 0.0070, 0.0939, 0.1720, 0.0010, 0.0006, 0.0824, 0.0593, 0.0831},534 { 0. 0702, 0.1767, 0.0138, 0.1216, 0.1600, 0.0000, 0.0042, 0.1370, 0.0899, 0.1055},535 { 0.0 208, 0.0075, 0.0791, 0.0016, 0.0081, 0.0952, 0.1169, 0.0032, 0.0157, 0.0080},536 { 0.0 210, 0.0090, 0.0729, 0.0016, 0.0093, 0.1198, 0.1302, 0.0035, 0.0169, 0.0083},537 { 0.0 577, 0.0013, 0.1635, 0.0219, 0.0001, 0.2043, 0.1892, 0.0282, 0.0538, 0.0509},538 { 0. 0400, 0.1707, 0.0063, 0.0740, 0.2146, 0.0009, 0.0004, 0.0664, 0.0480, 0.0767},539 { 0.0 484, 0.0001, 0.1696, 0.0163, 0.0003, 0.1943, 0.1752, 0.0224, 0.0430, 0.0403},540 { 0. 1646, 0.0512, 0.3078, 0.0946, 0.0363, 0.4180, 0.4014, 0.1559, 0.1792, 0.1624},541 }, 542 new double[,] 543 { 544 { 0.1891, 0.1240, 0.0820, 0.1696, 0.0031, 0.1707, 0.2043, 0.2781, 0.2004, 0.0972},545 { 0. 0206, 0.0055, 0.0047, 0.0153, 0.1507, 0.0203, 0.0180, 0.0393, 0.0188, 0.0017},546 { 0. 0009, 0.0027, 0.0445, 0.0001, 0.2050, 0.0017, 0.0002, 0.0033, 0.0001, 0.0314},547 { 0.0 299, 0.0058, 0.0035, 0.0216, 0.0879, 0.0257, 0.0282, 0.0478, 0.0269, 0.0008},548 { 0. 0109, 0.0249, 0.1078, 0.0161, 0.2308, 0.0046, 0.0132, 0.0051, 0.0156, 0.0995},549 { 0. 0050, 0.0210, 0.0807, 0.0081, 0.2449, 0.0023, 0.0077, 0.0014, 0.0087, 0.0799},550 { 0. 3307, 0.3104, 0.1616, 0.2911, 0.0083, 0.3156, 0.3349, 0.3724, 0.3385, 0.2101},551 { 0. 3424, 0.2692, 0.1909, 0.2890, 0.0089, 0.3606, 0.3705, 0.3347, 0.3304, 0.2120},552 { 0.0 863, 0.0522, 0.0094, 0.0726, 0.0574, 0.0866, 0.0832, 0.1122, 0.0810, 0.0165},553 { 0. 0127, 0.0417, 0.1061, 0.0155, 0.3892, 0.0111, 0.0189, 0.0100, 0.0193, 0.1014},554 }, 555 new double[,] 556 { 557 { 0.0034, 0.2562, 0.0327, 0.0014, 0.3388, 0.2764, 0.0277, 0.0114, 0.0004, 0.0248},558 { 0.0 011, 0.2285, 0.0042, 0.0170, 0.2221, 0.2096, 0.0049, 0.0480, 0.0065, 0.0025},559 { 0. 2015, 0.0078, 0.1295, 0.2780, 0.0040, 0.0198, 0.1228, 0.3341, 0.2396, 0.1418},560 { 0.0 680, 0.4545, 0.1341, 0.0206, 0.3587, 0.5459, 0.1598, 0.0081, 0.0510, 0.1276},561 { 0.0 635, 0.4599, 0.1153, 0.0181, 0.3065, 0.4160, 0.1235, 0.0043, 0.0420, 0.1157},562 { 0.0 177, 0.4178, 0.0479, 0.0002, 0.2613, 0.3893, 0.0634, 0.0032, 0.0076, 0.0498},563 { 0. 0701, 0.0569, 0.0349, 0.1239, 0.0571, 0.0618, 0.0289, 0.1812, 0.1014, 0.0474},564 { 0.1 082, 0.0231, 0.0737, 0.1642, 0.0213, 0.0383, 0.0596, 0.2089, 0.1397, 0.0817},565 { 0. 0725, 0.0528, 0.0410, 0.1309, 0.0525, 0.0660, 0.0298, 0.1975, 0.1018, 0.0485},566 { 0.0 113, 0.1597, 0.0003, 0.0377, 0.1303, 0.1706, 0.0001, 0.0934, 0.0255, 0.0013},567 }, 568 new double[,] 569 { 570 { 0.0013, 0.0438, 0.0027, 0.0151, 0.0798, 0.0919, 0.0417, 0.0390, 0.0099, 0.0013},571 { 0.05 53, 0.0008, 0.0666, 0.1035, 0.0041, 0.0171, 0.0000, 0.0004, 0.0117, 0.0359},572 { 0.0 174, 0.1749, 0.0170, 0.0008, 0.1544, 0.3093, 0.1687, 0.1202, 0.0776, 0.0468},573 { 0. 1281, 0.0030, 0.1335, 0.1954, 0.0005, 0.0030, 0.0103, 0.0148, 0.0479, 0.0839},574 { 0.0 075, 0.1070, 0.0054, 0.0005, 0.0892, 0.1537, 0.1200, 0.1246, 0.0626, 0.0277},575 { 0. 1480, 0.0045, 0.1234, 0.2318, 0.0007, 0.0026, 0.0111, 0.0174, 0.0552, 0.0911},576 { 0.0 314, 0.0085, 0.0400, 0.0675, 0.0188, 0.0356, 0.0034, 0.0015, 0.0021, 0.0159},577 { 0.00 06, 0.0829, 0.0004, 0.0040, 0.1160, 0.1607, 0.0752, 0.0511, 0.0253, 0.0109},578 { 0.0 220, 0.1865, 0.0273, 0.0029, 0.2474, 0.2629, 0.1595, 0.1460, 0.0850, 0.0630},579 { 0.1 528, 0.0235, 0.1708, 0.2114, 0.0125, 0.0008, 0.0319, 0.0457, 0.0807, 0.1306},580 }, 581 new double[,] 582 { 583 { 0.4109, 0.2403, 0.0141, 0.4547, 0.0000, 0.0197, 0.1292, 0.0921, 0.3144, 0.1812},584 { 0. 2957, 0.1851, 0.0005, 0.3352, 0.0171, 0.0011, 0.0553, 0.0319, 0.2074, 0.0806},585 { 0.1 247, 0.0378, 0.0836, 0.1437, 0.1103, 0.0466, 0.0000, 0.0056, 0.0470, 0.0007},586 { 0. 0954, 0.0166, 0.1039, 0.1185, 0.1102, 0.0509, 0.0025, 0.0179, 0.0341, 0.0004},587 { 0.1 154, 0.0202, 0.0965, 0.1566, 0.0959, 0.0381, 0.0014, 0.0160, 0.0398, 0.0001},588 { 0. 0427, 0.0014, 0.1718, 0.0639, 0.1870, 0.1065, 0.0289, 0.0704, 0.0045, 0.0201},589 { 0.1 097, 0.0458, 0.0623, 0.1321, 0.1541, 0.0278, 0.0003, 0.0031, 0.0488, 0.0020},590 { 0.1 106, 0.0387, 0.0683, 0.1273, 0.1243, 0.0300, 0.0003, 0.0025, 0.0466, 0.0021},591 { 0. 3427, 0.2142, 0.0002, 0.3796, 0.0098, 0.0046, 0.0739, 0.0392, 0.2257, 0.1093},592 { 0. 2913, 0.2028, 0.0000, 0.3120, 0.0114, 0.0025, 0.0644, 0.0379, 0.2131, 0.0810},593 }, 594 new double[,] 595 { 596 { 1.1542, 1.0808, 1.7137, 1.1224, 1.5090, 0.9961, 1.3298, 1.4968, 1.3127, 1.6369},597 { 1. 2413, 1.4053, 1.4181, 1.2031, 1.4591, 1.0675, 1.3411, 1.6404, 1.4309, 1.6057},598 { 1. 5486, 1.5027, 1.6936, 1.3729, 1.1289, 1.5721, 1.6807, 1.3251, 1.5109, 1.6670},599 { 1. 5547, 1.1026, 1.5584, 1.4331, 0.9067, 1.1739, 1.7826, 1.7593, 1.7313, 1.6490},600 { 1. 7679, 1.1868, 1.5379, 1.7963, 0.8253, 0.9483, 1.5767, 1.8403, 1.8154, 1.7298},601 { 1. 7492, 1.4683, 1.4041, 1.6646, 0.9652, 1.1845, 1.7411, 1.9016, 1.9048, 1.7320},602 { 1. 2267, 1.5121, 1.4560, 1.1498, 1.7445, 1.1302, 1.3060, 1.2519, 1.3266, 1.6389},603 { 1. 2227, 1.2555, 1.6220, 1.0978, 1.4220, 1.2443, 1.3896, 1.0850, 1.2454, 1.5656},604 { 1. 2789, 1.3900, 1.7339, 1.2214, 1.5866, 1.1971, 1.3647, 1.3715, 1.3404, 1.6984},605 { 1. 1581, 1.4312, 1.2549, 1.0647, 1.2647, 1.2200, 1.3726, 1.6182, 1.3709, 1.4346},530 { 0, 0.1113, 0.1356, 0.1828, 0.0037, 0.0032, 0.0052, 0.1649, 0.0020, 0.0599}, 531 { 0.1113, 0, 0.3889, 0.4757, 0.1415, 0.1485, 0.0629, 0.3653, 0.0811, 0.0035}, 532 { 0.1356, 0.3889, 0, 0.0011, 0.1136, 0.1060, 0.1954, 0.0000, 0.2176, 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0.3690, 0.1570, 0.0009}, 548 { 0.2613, 0.0510, 0.0075, 0.0629, 0.0011, 0, 0.4011, 0.3369, 0.1158, 0.0041}, 549 { 0.0213, 0.2315, 0.3003, 0.1673, 0.3903, 0.4011, 0, 0.0002, 0.1102, 0.4643}, 550 { 0.0219, 0.1621, 0.3909, 0.1835, 0.3690, 0.3369, 0.0002, 0, 0.1101, 0.3135}, 551 { 0.0365, 0.0274, 0.0850, 0.0157, 0.1570, 0.1158, 0.1102, 0.1101, 0, 0.1728}, 552 { 0.3319, 0.1000, 0.0170, 0.0668, 0.0009, 0.0041, 0.4643, 0.3135, 0.1728, 0}, 553 }, 554 new double[,] 555 { 556 { 0, 0.0115, 0.1979, 0.0316, 0.0251, 0.0027, 0.1396, 0.1747, 0.1481, 0.0299}, 557 { 0.0115, 0, 0.1171, 0.0678, 0.0700, 0.0261, 0.0664, 0.0724, 0.0689, 0.0088}, 558 { 0.1979, 0.1171, 0, 0.3960, 0.4057, 0.2638, 0.0181, 0.0061, 0.0230, 0.0705}, 559 { 0.0316, 0.0678, 0.3960, 0, 0.0006, 0.0201, 0.2320, 0.3087, 0.2134, 0.1071}, 560 { 0.0251, 0.0700, 0.4057, 0.0006, 0, 0.0137, 0.2005, 0.2369, 0.2506, 0.1115}, 561 { 0.0027, 0.0261, 0.2638, 0.0201, 0.0137, 0, 0.1409, 0.1571, 0.1351, 0.0626}, 562 { 0.1396, 0.0664, 0.0181, 0.2320, 0.2005, 0.1409, 0, 0.0056, 0.0000, 0.0234}, 563 { 0.1747, 0.0724, 0.0061, 0.3087, 0.2369, 0.1571, 0.0056, 0, 0.0054, 0.0308}, 564 { 0.1481, 0.0689, 0.0230, 0.2134, 0.2506, 0.1351, 0.0000, 0.0054, 0, 0.0252}, 565 { 0.0299, 0.0088, 0.0705, 0.1071, 0.1115, 0.0626, 0.0234, 0.0308, 0.0252, 0}, 566 }, 567 new double[,] 568 { 569 { 0, 0.0518, 0.0225, 0.0842, 0.0134, 0.0822, 0.0259, 0.0044, 0.0472, 0.1388}, 570 { 0.0518, 0, 0.1075, 0.0068, 0.1109, 0.0098, 0.0040, 0.0548, 0.1861, 0.0426}, 571 { 0.0225, 0.1075, 0, 0.1884, 0.0022, 0.1953, 0.0866, 0.0109, 0.0010, 0.2263}, 572 { 0.0842, 0.0068, 0.1884, 0, 0.1883, 0.0000, 0.0186, 0.1147, 0.1866, 0.0066}, 573 { 0.0134, 0.1109, 0.0022, 0.1883, 0, 0.2191, 0.0553, 0.0019, 0.0060, 0.2459}, 574 { 0.0822, 0.0098, 0.1953, 0.0000, 0.2191, 0, 0.0209, 0.0970, 0.2098, 0.0083}, 575 { 0.0259, 0.0040, 0.0866, 0.0186, 0.0553, 0.0209, 0, 0.0544, 0.1387, 0.0493}, 576 { 0.0044, 0.0548, 0.0109, 0.1147, 0.0019, 0.0970, 0.0544, 0, 0.0181, 0.1157}, 577 { 0.0472, 0.1861, 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593 new double[,] 594 { 595 { 2.0000, 1.6472, 1.1513, 1.3142, 1.3662, 1.2437, 1.6267, 1.4148, 1.7372, 1.2786}, 596 { 1.6472, 2.0000, 1.0689, 1.1876, 1.4541, 1.5370, 1.5174, 1.0103, 1.5898, 1.8381}, 597 { 1.1513, 1.0689, 2.0000, 1.2199, 1.3398, 1.2402, 1.2244, 1.5320, 1.5293, 1.0276}, 598 { 1.3142, 1.1876, 1.2199, 2.0000, 1.5197, 1.7027, 1.1555, 1.2033, 1.0675, 1.1291}, 599 { 1.3662, 1.4541, 1.3398, 1.5197, 2.0000, 1.7299, 1.0916, 0.9989, 1.3706, 1.3407}, 600 { 1.2437, 1.5370, 1.2402, 1.7027, 1.7299, 2.0000, 1.2223, 0.9923, 1.1787, 1.5758}, 601 { 1.6267, 1.5174, 1.2244, 1.1555, 1.0916, 1.2223, 2.0000, 1.6461, 1.6369, 1.1928}, 602 { 1.4148, 1.0103, 1.5320, 1.2033, 0.9989, 0.9923, 1.6461, 2.0000, 1.5176, 0.7806}, 603 { 1.7372, 1.5898, 1.5293, 1.0675, 1.3706, 1.1787, 1.6369, 1.5176, 2.0000, 1.3009}, 604 { 1.2786, 1.8381, 1.0276, 1.1291, 1.3407, 1.5758, 1.1928, 0.7806, 1.3009, 2.0000}, 606 605 }, 607 606 } … … 625 624 new double[,] 626 625 { 627 { 0.0479, 0.0014, 0.1523, 0.0123, 0.0043, 0.2477, 0.1991, 0.0170, 0.0398, 0.0281}, 628 { 0.3315, 0.1032, 0.5541, 0.2179, 0.0869, 0.7265, 0.6468, 0.2439, 0.3136, 0.2803}, 629 { 0.0645, 0.2643, 0.0081, 0.1300, 0.2820, 0.0013, 0.0007, 0.1176, 0.0756, 0.0972}, 630 { 0.0873, 0.2957, 0.0172, 0.1622, 0.3171, 0.0000, 0.0047, 0.1531, 0.1019, 0.1247}, 631 { 0.0232, 0.0117, 0.0993, 0.0017, 0.0174, 0.1815, 0.1436, 0.0035, 0.0171, 0.0091}, 632 { 0.0236, 0.0117, 0.0990, 0.0019, 0.0174, 0.1884, 0.1468, 0.0037, 0.0176, 0.0094}, 633 { 0.0880, 0.0016, 0.2151, 0.0353, 0.0002, 0.3347, 0.2735, 0.0424, 0.0767, 0.0605}, 634 { 0.0612, 0.2553, 0.0076, 0.1243, 0.2881, 0.0014, 0.0006, 0.1127, 0.0723, 0.0948}, 635 { 0.0712, 0.0001, 0.1919, 0.0250, 0.0003, 0.3028, 0.2438, 0.0311, 0.0607, 0.0464}, 636 { 0.2640, 0.0683, 0.4605, 0.1632, 0.0539, 0.6409, 0.5558, 0.1872, 0.2484, 0.2165}, 637 638 }, 639 new double[,] 640 { 641 { 0.3043, 0.2111, 0.0937, 0.2795, 0.0039, 0.3119, 0.2908, 0.3573, 0.2884, 0.1155}, 642 { 0.0311, 0.0075, 0.0063, 0.0237, 0.1980, 0.0349, 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0.4769, 0.3053, 0.1660}, 657 { 0.0845, 0.7606, 0.1664, 0.0274, 0.7108, 0.8653, 0.1766, 0.0090, 0.0577, 0.1507}, 658 { 0.0707, 0.7222, 0.1447, 0.0198, 0.6589, 0.7932, 0.1517, 0.0046, 0.0456, 0.1311}, 659 { 0.0198, 0.5458, 0.0650, 0.0002, 0.4907, 0.6123, 0.0715, 0.0033, 0.0079, 0.0564}, 660 { 0.1069, 0.0724, 0.0459, 0.2000, 0.0642, 0.1012, 0.0417, 0.2717, 0.1447, 0.0563}, 661 { 0.1655, 0.0345, 0.0884, 0.2758, 0.0286, 0.0577, 0.0816, 0.3546, 0.2104, 0.1009}, 662 { 0.1067, 0.0723, 0.0464, 0.2005, 0.0641, 0.1028, 0.0414, 0.2736, 0.1438, 0.0559}, 663 { 0.0182, 0.2133, 0.0004, 0.0650, 0.1937, 0.2616, 0.0001, 0.1122, 0.0353, 0.0017}, 664 }, 665 new double[,] 666 { 667 { 0.0021, 0.0746, 0.0031, 0.0249, 0.1018, 0.1679, 0.0593, 0.0501, 0.0143, 0.0015}, 668 { 0.0836, 0.0011, 0.0897, 0.1607, 0.0053, 0.0294, 0.0000, 0.0005, 0.0156, 0.0434}, 669 { 0.0217, 0.2240, 0.0197, 0.0011, 0.2531, 0.3809, 0.1960, 0.1716, 0.0989, 0.0547}, 670 { 0.1593, 0.0050, 0.1656, 0.2607, 0.0010, 0.0048, 0.0114, 0.0166, 0.0543, 0.0991}, 671 { 0.0083, 0.1680, 0.0068, 0.0006, 0.1918, 0.2930, 0.1474, 0.1339, 0.0681, 0.0314}, 672 { 0.1662, 0.0059, 0.1676, 0.2716, 0.0013, 0.0041, 0.0126, 0.0182, 0.0575, 0.1032}, 673 { 0.0480, 0.0109, 0.0526, 0.1090, 0.0211, 0.0583, 0.0049, 0.0023, 0.0029, 0.0189}, 674 { 0.0009, 0.1240, 0.0005, 0.0068, 0.1558, 0.2422, 0.1030, 0.0867, 0.0381, 0.0134}, 675 { 0.0323, 0.2554, 0.0309, 0.0045, 0.3023, 0.4098, 0.2220, 0.2023, 0.1201, 0.0726}, 676 { 0.2451, 0.0313, 0.2555, 0.3645, 0.0186, 0.0012, 0.0442, 0.0549, 0.1118, 0.1741}, 677 }, 678 new double[,] 679 { 680 { 0.6611, 0.4092, 0.0161, 0.7494, 0.0000, 0.0361, 0.1838, 0.1184, 0.4525, 0.2155}, 681 { 0.4466, 0.2511, 0.0006, 0.5202, 0.0225, 0.0019, 0.0781, 0.0379, 0.2771, 0.0975}, 682 { 0.1555, 0.0484, 0.0965, 0.1990, 0.1809, 0.0574, 0.0000, 0.0080, 0.0599, 0.0008}, 683 { 0.1186, 0.0277, 0.1289, 0.1581, 0.2184, 0.0807, 0.0027, 0.0200, 0.0387, 0.0005}, 684 { 0.1284, 0.0317, 0.1211, 0.1718, 0.2062, 0.0727, 0.0017, 0.0172, 0.0433, 0.0001}, 685 { 0.0479, 0.0018, 0.2333, 0.0749, 0.3511, 0.1675, 0.0326, 0.0736, 0.0047, 0.0228}, 686 { 0.1675, 0.0583, 0.0820, 0.2131, 0.1735, 0.0455, 0.0004, 0.0046, 0.0696, 0.0024}, 687 { 0.1692, 0.0579, 0.0819, 0.2138, 0.1669, 0.0452, 0.0005, 0.0042, 0.0702, 0.0026}, 688 { 0.5045, 0.2934, 0.0003, 0.5815, 0.0120, 0.0071, 0.1028, 0.0543, 0.3190, 0.1259}, 689 { 0.4673, 0.2708, 0.0000, 0.5382, 0.0169, 0.0039, 0.0891, 0.0455, 0.2954, 0.1079}, 690 }, 691 new double[,] 692 { 693 { 13.7185, 13.5970, 14.4724, 13.6668, 14.2254, 13.4477, 13.9840, 14.2096, 13.9596, 14.3828}, 694 { 13.8542, 14.0889, 14.1062, 13.7957, 14.1607, 13.5743, 14.0000, 14.3869, 14.1234, 14.3454}, 695 { 14.2753, 14.2173, 14.4492, 14.0445, 13.6775, 14.3044, 14.4343, 13.9773, 14.2278, 14.4183}, 696 { 14.2829, 13.6339, 14.2875, 14.1263, 13.2777, 13.7501, 14.5498, 14.5238, 14.4923, 14.3972}, 697 { 14.5334, 13.7703, 14.2618, 14.5649, 13.1097, 13.3585, 14.3100, 14.6126, 14.5857, 14.4907}, 698 { 14.5125, 14.1727, 14.0872, 14.4155, 13.3905, 13.7667, 14.5035, 14.6775, 14.6809, 14.4932}, 699 { 13.8321, 14.2292, 14.1566, 13.7114, 14.5073, 13.6796, 13.9499, 13.8703, 13.9795, 14.3852}, 700 { 13.8260, 13.8756, 14.3651, 13.6258, 14.1115, 13.8588, 14.0675, 13.6042, 13.8604, 14.2964}, 701 { 13.9103, 14.0681, 14.4953, 13.8241, 14.3221, 13.7864, 14.0331, 14.0426, 13.9991, 14.4548}, 702 { 13.7248, 14.1238, 13.8747, 13.5695, 13.8893, 13.8218, 14.0442, 14.3604, 14.0418, 14.1283}, 626 { 0, 0.1316, 0.2186, 0.2629, 0.0051, 0.0049, 0.0062, 0.2224, 0.0023, 0.0882}, 627 { 0.1316, 0, 0.6685, 0.7466, 0.1864, 0.1865, 0.0799, 0.6593, 0.0990, 0.0037}, 628 { 0.2186, 0.6685, 0, 0.0017, 0.1606, 0.1602, 0.2987, 0.0000, 0.2745, 0.5725}, 629 { 0.2629, 0.7466, 0.0017, 0, 0.1985, 0.2030, 0.3422, 0.0019, 0.3043, 0.6432}, 630 { 0.0051, 0.1864, 0.1606, 0.1985, 0, 0.0000, 0.0216, 0.1524, 0.0141, 0.1366}, 631 { 0.0049, 0.1865, 0.1602, 0.2030, 0.0000, 0, 0.0215, 0.1535, 0.0134, 0.1384}, 632 { 0.0062, 0.0799, 0.2987, 0.3422, 0.0216, 0.0215, 0, 0.3081, 0.0010, 0.0478}, 633 { 0.2224, 0.6593, 0.0000, 0.0019, 0.1524, 0.1535, 0.3081, 0, 0.2715, 0.5480}, 634 { 0.0023, 0.0990, 0.2745, 0.3043, 0.0141, 0.0134, 0.0010, 0.2715, 0, 0.0628}, 635 { 0.0882, 0.0037, 0.5725, 0.6432, 0.1366, 0.1384, 0.0478, 0.5480, 0.0628, 0}, 636 }, 637 new double[,] 638 { 639 { 0, 0.1486, 0.2692, 0.1339, 0.4441, 0.3941, 0.0255, 0.0295, 0.0413, 0.4886}, 640 { 0.1486, 0, 0.0201, 0.0002, 0.0823, 0.0641, 0.2940, 0.2925, 0.0334, 0.1076}, 641 { 0.2692, 0.0201, 0, 0.0246, 0.0200, 0.0113, 0.4590, 0.4923, 0.1073, 0.0302}, 642 { 0.1339, 0.0002, 0.0246, 0, 0.0910, 0.0723, 0.2689, 0.2847, 0.0270, 0.1096}, 643 { 0.4441, 0.0823, 0.0200, 0.0910, 0, 0.0012, 0.6588, 0.6726, 0.2177, 0.0013}, 644 { 0.3941, 0.0641, 0.0113, 0.0723, 0.0012, 0, 0.6140, 0.6177, 0.1829, 0.0050}, 645 { 0.0255, 0.2940, 0.4590, 0.2689, 0.6588, 0.6140, 0, 0.0002, 0.1310, 0.7259}, 646 { 0.0295, 0.2925, 0.4923, 0.2847, 0.6726, 0.6177, 0.0002, 0, 0.1398, 0.7073}, 647 { 0.0413, 0.0334, 0.1073, 0.0270, 0.2177, 0.1829, 0.1310, 0.1398, 0, 0.2506}, 648 { 0.4886, 0.1076, 0.0302, 0.1096, 0.0013, 0.0050, 0.7259, 0.7073, 0.2506, 0}, 649 }, 650 new double[,] 651 { 652 { 0, 0.0137, 0.3191, 0.0455, 0.0349, 0.0041, 0.1669, 0.2356, 0.1673, 0.0440}, 653 { 0.0137, 0, 0.2012, 0.1063, 0.0922, 0.0327, 0.0843, 0.1306, 0.0841, 0.0094}, 654 { 0.3191, 0.2012, 0, 0.6073, 0.5736, 0.3987, 0.0277, 0.0077, 0.0290, 0.1253}, 655 { 0.0455, 0.1063, 0.6073, 0, 0.0007, 0.0231, 0.3728, 0.4790, 0.3672, 0.1755}, 656 { 0.0349, 0.0922, 0.5736, 0.0007, 0, 0.0156, 0.3385, 0.4318, 0.3474, 0.1576}, 657 { 0.0041, 0.0327, 0.3987, 0.0231, 0.0156, 0, 0.2156, 0.2880, 0.2133, 0.0769}, 658 { 0.1669, 0.0843, 0.0277, 0.3728, 0.3385, 0.2156, 0, 0.0066, 0.0000, 0.0366}, 659 { 0.2356, 0.1306, 0.0077, 0.4790, 0.4318, 0.2880, 0.0066, 0, 0.0068, 0.0694}, 660 { 0.1673, 0.0841, 0.0290, 0.3672, 0.3474, 0.2133, 0.0000, 0.0068, 0, 0.0365}, 661 { 0.0440, 0.0094, 0.1253, 0.1755, 0.1576, 0.0769, 0.0366, 0.0694, 0.0365, 0}, 662 }, 663 new double[,] 664 { 665 { 0, 0.0612, 0.0363, 0.1211, 0.0186, 0.1239, 0.0310, 0.0059, 0.0534, 0.2043}, 666 { 0.0612, 0, 0.1847, 0.0107, 0.1461, 0.0123, 0.0050, 0.0989, 0.2270, 0.0458}, 667 { 0.0363, 0.1847, 0, 0.2888, 0.0032, 0.2952, 0.1324, 0.0137, 0.0012, 0.4024}, 668 { 0.1211, 0.0107, 0.2888, 0, 0.2388, 0.0000, 0.0299, 0.1780, 0.3210, 0.0108}, 669 { 0.0186, 0.1461, 0.0032, 0.2388, 0, 0.2484, 0.0933, 0.0034, 0.0083, 0.3475}, 670 { 0.1239, 0.0123, 0.2952, 0.0000, 0.2484, 0, 0.0320, 0.1778, 0.3315, 0.0102}, 671 { 0.0310, 0.0050, 0.1324, 0.0299, 0.0933, 0.0320, 0, 0.0644, 0.1650, 0.0770}, 672 { 0.0059, 0.0989, 0.0137, 0.1780, 0.0034, 0.1778, 0.0644, 0, 0.0230, 0.2610}, 673 { 0.0534, 0.2270, 0.0012, 0.3210, 0.0083, 0.3315, 0.1650, 0.0230, 0, 0.4611}, 674 { 0.2043, 0.0458, 0.4024, 0.0108, 0.3475, 0.0102, 0.0770, 0.2610, 0.4611, 0}, 675 }, 676 new double[,] 677 { 678 { 0, 0.0230, 0.1818, 0.2301, 0.2212, 0.3641, 0.1723, 0.1672, 0.0123, 0.0171}, 679 { 0.0230, 0, 0.0767, 0.1076, 0.1036, 0.2126, 0.0688, 0.0640, 0.0017, 0.0004}, 680 { 0.1818, 0.0767, 0, 0.0024, 0.0015, 0.0305, 0.0004, 0.0006, 0.1055, 0.0867}, 681 { 0.2301, 0.1076, 0.0024, 0, 0.0001, 0.0164, 0.0049, 0.0052, 0.1338, 0.1192}, 682 { 0.2212, 0.1036, 0.0015, 0.0001, 0, 0.0194, 0.0035, 0.0037, 0.1306, 0.1147}, 683 { 0.3641, 0.2126, 0.0305, 0.0164, 0.0194, 0, 0.0382, 0.0380, 0.2434, 0.2311}, 684 { 0.1723, 0.0688, 0.0004, 0.0049, 0.0035, 0.0382, 0, 0.0000, 0.0930, 0.0764}, 685 { 0.1672, 0.0640, 0.0006, 0.0052, 0.0037, 0.0380, 0.0000, 0, 0.0907, 0.0710}, 686 { 0.0123, 0.0017, 0.1055, 0.1338, 0.1306, 0.2434, 0.0930, 0.0907, 0, 0.0005}, 687 { 0.0171, 0.0004, 0.0867, 0.1192, 0.1147, 0.2311, 0.0764, 0.0710, 0.0005, 0}, 688 }, 689 new double[,] 690 { 691 { 14.7781, 14.3950, 13.7138, 13.9618, 14.0352, 13.8578, 14.3707, 14.1018, 14.4990, 13.9100}, 692 { 14.3950, 14.7781, 13.5767, 13.7715, 14.1542, 14.2607, 14.2360, 13.4735, 14.3260, 14.6102}, 693 { 13.7138, 13.5767, 14.7781, 13.8217, 13.9982, 13.8525, 13.8286, 14.2545, 14.2511, 13.5045}, 694 { 13.9618, 13.7715, 13.8217, 14.7781, 14.2390, 14.4598, 13.7206, 13.7960, 13.5743, 13.6778}, 695 { 14.0352, 14.1542, 13.9982, 14.2390, 14.7781, 14.4908, 13.6154, 13.4528, 14.0413, 13.9995}, 696 { 13.8578, 14.2607, 13.8525, 14.4598, 14.4908, 14.7781, 13.8254, 13.4407, 13.7576, 14.3090}, 697 { 14.3707, 14.2360, 13.8286, 13.7206, 13.6154, 13.8254, 14.7781, 14.3938, 14.3828, 13.7798}, 698 { 14.1018, 13.4735, 14.2545, 13.7960, 13.4528, 13.4407, 14.3938, 14.7781, 14.2363, 13.0113}, 699 { 14.4990, 14.3260, 14.2511, 13.5743, 14.0413, 13.7576, 14.3828, 14.2363, 14.7781, 13.9425}, 700 { 13.9100, 14.6102, 13.5045, 13.6778, 13.9995, 14.3090, 13.7798, 13.0113, 13.9425, 14.7781}, 703 701 }, 704 702 } … … 729 727 new double[,] 730 728 { 731 { 0.6345, 0.6652, 0.2647, 0.6484, 0.4251, 0.6943, 0.5427, 0.4338, 0.5527, 0.3280},732 { 0. 5921, 0.4959, 0.4876, 0.6115, 0.4601, 0.6702, 0.5360, 0.3252, 0.4791, 0.3526},733 { 0. 3961, 0.4296, 0.2816, 0.5165, 0.6456, 0.3784, 0.2923, 0.5455, 0.4237, 0.3036},734 { 0. 3916, 0.6566, 0.3888, 0.4777, 0.7173, 0.6255, 0.2051, 0.2256, 0.2498, 0.3182},735 { 0. 2181, 0.6194, 0.4041, 0.1929, 0.7305, 0.7077, 0.3750, 0.1532, 0.1758, 0.2510},736 { 0. 2344, 0.4538, 0.4967, 0.3056, 0.7032, 0.6205, 0.2413, 0.0960, 0.0929, 0.2492},737 { 0. 5996, 0.4229, 0.4622, 0.6365, 0.2384, 0.6451, 0.5566, 0.5865, 0.5446, 0.3263},738 { 0. 6017, 0.5846, 0.3398, 0.6585, 0.4850, 0.5905, 0.5060, 0.6636, 0.5900, 0.3834},739 { 0. 5719, 0.5057, 0.2476, 0.6023, 0.3674, 0.6144, 0.5216, 0.5174, 0.5364, 0.2776},740 { 0. 6327, 0.4789, 0.5849, 0.6712, 0.5796, 0.6030, 0.5167, 0.3428, 0.5177, 0.4767},741 }, 742 new double[,] 743 { 744 { 1.1542, 1.0808, 1.7137, 1.1224, 1.5090, 0.9961, 1.3298, 1.4968, 1.3127, 1.6369},745 { 1. 2413, 1.4053, 1.4181, 1.2031, 1.4591, 1.0675, 1.3411, 1.6404, 1.4309, 1.6057},746 { 1. 5486, 1.5027, 1.6936, 1.3729, 1.1289, 1.5721, 1.6807, 1.3251, 1.5109, 1.6670},747 { 1. 5547, 1.1026, 1.5584, 1.4331, 0.9067, 1.1739, 1.7826, 1.7593, 1.7313, 1.6490},748 { 1. 7679, 1.1868, 1.5379, 1.7963, 0.8253, 0.9483, 1.5767, 1.8403, 1.8154, 1.7298},749 { 1. 7492, 1.4683, 1.4041, 1.6646, 0.9652, 1.1845, 1.7411, 1.9016, 1.9048, 1.7320},750 { 1. 2267, 1.5121, 1.4560, 1.1498, 1.7445, 1.1302, 1.3060, 1.2519, 1.3266, 1.6389},751 { 1. 2227, 1.2555, 1.6220, 1.0978, 1.4220, 1.2443, 1.3896, 1.0850, 1.2454, 1.5656},752 { 1. 2789, 1.3900, 1.7339, 1.2214, 1.5866, 1.1971, 1.3647, 1.3715, 1.3404, 1.6984},753 { 1. 1581, 1.4312, 1.2549, 1.0647, 1.2647, 1.2200, 1.3726, 1.6182, 1.3709, 1.4346},729 { 0, 0.3197, 0.6358, 0.5518, 0.5207, 0.5909, 0.3361, 0.4897, 0.2447, 0.5720}, 730 { 0.3197, 0, 0.6697, 0.6190, 0.4635, 0.4047, 0.4190, 0.6899, 0.3650, 0.1552}, 731 { 0.6358, 0.6697, 0, 0.6031, 0.5367, 0.5927, 0.6008, 0.4084, 0.4103, 0.6843}, 732 { 0.5518, 0.6190, 0.6031, 0, 0.4173, 0.2740, 0.6339, 0.6114, 0.6702, 0.6455}, 733 { 0.5207, 0.4635, 0.5367, 0.4173, 0, 0.2510, 0.6610, 0.6935, 0.5180, 0.5362}, 734 { 0.5909, 0.4047, 0.5927, 0.2740, 0.2510, 0, 0.6019, 0.6955, 0.6232, 0.3756}, 735 { 0.3361, 0.4190, 0.6008, 0.6339, 0.6610, 0.6019, 0, 0.3205, 0.3279, 0.6165}, 736 { 0.4897, 0.6899, 0.4084, 0.6114, 0.6935, 0.6955, 0.3205, 0, 0.4189, 0.7344}, 737 { 0.2447, 0.3650, 0.4103, 0.6702, 0.5180, 0.6232, 0.3279, 0.4189, 0, 0.5595}, 738 { 0.5720, 0.1552, 0.6843, 0.6455, 0.5362, 0.3756, 0.6165, 0.7344, 0.5595, 0}, 739 }, 740 new double[,] 741 { 742 { 2.0000, 1.6472, 1.1513, 1.3142, 1.3662, 1.2437, 1.6267, 1.4148, 1.7372, 1.2786}, 743 { 1.6472, 2.0000, 1.0689, 1.1876, 1.4541, 1.5370, 1.5174, 1.0103, 1.5898, 1.8381}, 744 { 1.1513, 1.0689, 2.0000, 1.2199, 1.3398, 1.2402, 1.2244, 1.5320, 1.5293, 1.0276}, 745 { 1.3142, 1.1876, 1.2199, 2.0000, 1.5197, 1.7027, 1.1555, 1.2033, 1.0675, 1.1291}, 746 { 1.3662, 1.4541, 1.3398, 1.5197, 2.0000, 1.7299, 1.0916, 0.9989, 1.3706, 1.3407}, 747 { 1.2437, 1.5370, 1.2402, 1.7027, 1.7299, 2.0000, 1.2223, 0.9923, 1.1787, 1.5758}, 748 { 1.6267, 1.5174, 1.2244, 1.1555, 1.0916, 1.2223, 2.0000, 1.6461, 1.6369, 1.1928}, 749 { 1.4148, 1.0103, 1.5320, 1.2033, 0.9989, 0.9923, 1.6461, 2.0000, 1.5176, 0.7806}, 750 { 1.7372, 1.5898, 1.5293, 1.0675, 1.3706, 1.1787, 1.6369, 1.5176, 2.0000, 1.3009}, 751 { 1.2786, 1.8381, 1.0276, 1.1291, 1.3407, 1.5758, 1.1928, 0.7806, 1.3009, 2.0000}, 754 752 }, 755 753 } … … 773 771 new double[,] 774 772 { 775 { 1.0207, 1.1326, 0.3026, 1.0685, 0.5423, 1.2686, 0.7724, 0.5574, 0.7955, 0.3900},776 { 0. 8944, 0.6729, 0.6564, 0.9490, 0.6043, 1.1534, 0.7573, 0.3860, 0.6400, 0.4263},777 { 0.4942, 0.5501, 0.3252, 0.7151, 1.0586, 0.4660, 0.3398, 0.7787, 0.5400, 0.3554},778 { 0. 4868, 1.0987, 0.4824, 0.6372, 1.4215, 0.9914, 0.2266, 0.2521, 0.2830, 0.3760},779 { 0. 2427, 0.9726, 0.5072, 0.2117, 1.5705, 1.3491, 0.4606, 0.1646, 0.1911, 0.2846},780 { 0. 2632, 0.5928, 0.6745, 0.3581, 1.3203, 0.9760, 0.2721, 0.1002, 0.0969, 0.2822},781 { 0. 9151, 0.5386, 0.6082, 1.0272, 0.2684, 1.0567, 0.8045, 0.8794, 0.7766, 0.3876},782 { 0. 9208, 0.8744, 0.4072, 1.1062, 0.6514, 0.8901, 0.6932, 1.1260, 0.8886, 0.4738},783 { 0. 8418, 0.6927, 0.2801, 0.9226, 0.4489, 0.9576, 0.7259, 0.7169, 0.7582, 0.3198},784 { 1.0149, 0.6396, 0.8752, 1.1578, 0.8615, 0.9246, 0.7154, 0.4117, 0.7177, 0.6353},785 }, 786 new double[,] 787 { 788 { 1 3.7185, 13.5970, 14.4724, 13.6668, 14.2254, 13.4477, 13.9840, 14.2096, 13.9596, 14.3828},789 { 1 3.8542, 14.0889, 14.1062, 13.7957, 14.1607, 13.5743, 14.0000, 14.3869, 14.1234, 14.3454},790 { 1 4.2753, 14.2173, 14.4492, 14.0445, 13.6775, 14.3044, 14.4343, 13.9773, 14.2278, 14.4183},791 { 1 4.2829, 13.6339, 14.2875, 14.1263, 13.2777, 13.7501, 14.5498, 14.5238, 14.4923, 14.3972},792 { 14. 5334, 13.7703, 14.2618, 14.5649, 13.1097, 13.3585, 14.3100, 14.6126, 14.5857, 14.4907},793 { 1 4.5125, 14.1727, 14.0872, 14.4155, 13.3905, 13.7667, 14.5035, 14.6775, 14.6809, 14.4932},794 { 1 3.8321, 14.2292, 14.1566, 13.7114, 14.5073, 13.6796, 13.9499, 13.8703, 13.9795, 14.3852},795 { 1 3.8260, 13.8756, 14.3651, 13.6258, 14.1115, 13.8588, 14.0675, 13.6042, 13.8604, 14.2964},796 { 1 3.9103, 14.0681, 14.4953, 13.8241, 14.3221, 13.7864, 14.0331, 14.0426, 13.9991, 14.4548},797 { 13. 7248, 14.1238, 13.8747, 13.5695, 13.8893, 13.8218, 14.0442, 14.3604, 14.0418, 14.1283},773 { 0, 0.3781, 1.0250, 0.7934, 0.7239, 0.8910, 0.4018, 0.6606, 0.2764, 0.8421}, 774 { 0.3781, 0, 1.1512, 0.9715, 0.6106, 0.5082, 0.5320, 1.2453, 0.4451, 0.1669}, 775 { 1.0250, 1.1512, 0, 0.9248, 0.7589, 0.8960, 0.9183, 0.5143, 0.5175, 1.2171}, 776 { 0.7934, 0.9715, 0.9248, 0, 0.5292, 0.3149, 1.0188, 0.9487, 1.1534, 1.0583}, 777 { 0.7239, 0.6106, 0.7589, 0.5292, 0, 0.2845, 1.1157, 1.2640, 0.7182, 0.7577}, 778 { 0.8910, 0.5082, 0.8960, 0.3149, 0.2845, 0, 0.9214, 1.2749, 0.9845, 0.4616}, 779 { 0.4018, 0.5320, 0.9183, 1.0188, 1.1157, 0.9214, 0, 0.3793, 0.3899, 0.9638}, 780 { 0.6606, 1.2453, 0.5143, 0.9487, 1.2640, 1.2749, 0.3793, 0, 0.5318, 1.6567}, 781 { 0.2764, 0.4451, 0.5175, 1.1534, 0.7182, 0.9845, 0.3899, 0.5318, 0, 0.8116}, 782 { 0.8421, 0.1669, 1.2171, 1.0583, 0.7577, 0.4616, 0.9638, 1.6567, 0.8116, 0}, 783 }, 784 new double[,] 785 { 786 { 14.7781, 14.3950, 13.7138, 13.9618, 14.0352, 13.8578, 14.3707, 14.1018, 14.4990, 13.9100}, 787 { 14.3950, 14.7781, 13.5767, 13.7715, 14.1542, 14.2607, 14.2360, 13.4735, 14.3260, 14.6102}, 788 { 13.7138, 13.5767, 14.7781, 13.8217, 13.9982, 13.8525, 13.8286, 14.2545, 14.2511, 13.5045}, 789 { 13.9618, 13.7715, 13.8217, 14.7781, 14.2390, 14.4598, 13.7206, 13.7960, 13.5743, 13.6778}, 790 { 14.0352, 14.1542, 13.9982, 14.2390, 14.7781, 14.4908, 13.6154, 13.4528, 14.0413, 13.9995}, 791 { 13.8578, 14.2607, 13.8525, 14.4598, 14.4908, 14.7781, 13.8254, 13.4407, 13.7576, 14.3090}, 792 { 14.3707, 14.2360, 13.8286, 13.7206, 13.6154, 13.8254, 14.7781, 14.3938, 14.3828, 13.7798}, 793 { 14.1018, 13.4735, 14.2545, 13.7960, 13.4528, 13.4407, 14.3938, 14.7781, 14.2363, 13.0113}, 794 { 14.4990, 14.3260, 14.2511, 13.5743, 14.0413, 13.7576, 14.3828, 14.2363, 14.7781, 13.9425}, 795 { 13.9100, 14.6102, 13.5045, 13.6778, 13.9995, 14.3090, 13.7798, 13.0113, 13.9425, 14.7781}, 798 796 }, 799 797 } … … 824 822 new double[,] 825 823 { 826 { 0.5767, 0.6633, 0.4980, 0.5588, 0.8510, 1.0532, 0.6845, 0.4776, 0.5254, 0.4543},827 { 0. 2756, 0.3688, 0.5733, 0.2537, 0.6682, 0.7170, 0.4039, 0.2199, 0.2494, 0.2996},828 { 0.5435, 0.6426, 0.5741, 0.6365, 1.2144, 0.8107, 0.4866, 0.6263, 0.5340, 0.4774},829 { 0. 3317, 0.4317, 0.5547, 0.3566, 0.8127, 0.8265, 0.2450, 0.2037, 0.2167, 0.3287},830 { 0. 1737, 0.3419, 0.4987, 0.1530, 0.6281, 0.6573, 0.3347, 0.1177, 0.1294, 0.2263},831 { 0. 1244, 0.2312, 0.4411, 0.1411, 0.5353, 0.5559, 0.1778, 0.0524, 0.0491, 0.1614},832 { 0.5 264, 0.5249, 0.7518, 0.5054, 0.4900, 1.0006, 0.6408, 0.4870, 0.4733, 0.4224},833 { 0.8556, 0.9368, 0.7753, 0.8528, 1.1632, 1.2961, 0.8909, 0.8193, 0.7984, 0.6886},834 { 0. 6251, 0.6728, 0.4889, 0.6191, 0.7840, 1.0950, 0.7139, 0.5665, 0.5648, 0.4174},835 { 0. 2155, 0.3383, 0.5837, 0.1593, 0.7267, 0.6922, 0.3726, 0.2082, 0.2186, 0.3249},836 }, 837 new double[,] 838 { 839 { 1.0490, 1.0777, 3.2240, 0.9672, 3.0213, 1.5108, 1.6771, 1.6478, 1.2478, 2.2672},840 { 0.5777, 1.0450, 1.6673, 0.4992, 2.1190, 1.1421, 1.0104, 1.1094, 0.7448, 1.3644},841 { 2.1246, 2.2479, 3.4526, 1.6919, 2.1236, 3.3679, 2.7976, 1.5214, 1.9041, 2.6212},842 { 1. 3170, 0.7250, 2.2233, 1.0698, 1.0274, 1.5513, 2.1295, 1.5883, 1.5021, 1.7032},843 { 1.4 080, 0.6551, 1.8980, 1.4249, 0.7096, 0.8808, 1.4075, 1.4146, 1.3360, 1.5596},844 { 0.9 281, 0.7482, 1.2467, 0.7687, 0.7347, 1.0613, 1.2826, 1.0386, 1.0071, 1.1216},845 { 1.0770, 1.8767, 2.3681, 0.9129, 3.5854, 1.7532, 1.5037, 1.0396, 1.1531, 2.1215},846 { 1.7387, 2.0120, 3.7012, 1.4217, 3.4103, 2.7309, 2.4467, 1.3395, 1.6854, 2.8121},847 { 1.3978, 1.8493, 3.4235, 1.2554, 3.3854, 2.1334, 1.8678, 1.5019, 1.4113, 2.5536},848 { 0.3944, 1.0110, 1.2523, 0.2526, 1.5856, 1.4004, 0.9900, 0.9825, 0.5788, 0.9777},824 { 0, 0.4127, 1.0287, 0.6741, 0.5630, 0.4325, 0.5722, 1.0336, 0.4752, 0.5617}, 825 { 0.4127, 0, 0.6880, 0.3738, 0.2907, 0.1730, 0.4679, 0.8675, 0.4878, 0.1286}, 826 { 1.0287, 0.6880, 0, 0.7937, 0.6606, 0.5323, 0.9538, 0.9634, 0.8138, 0.6381}, 827 { 0.6741, 0.3738, 0.7937, 0, 0.3455, 0.1881, 0.6345, 0.9714, 0.7339, 0.3214}, 828 { 0.5630, 0.2907, 0.6606, 0.3455, 0, 0.1313, 0.5056, 0.8485, 0.6038, 0.2630}, 829 { 0.4325, 0.1730, 0.5323, 0.1881, 0.1313, 0, 0.3748, 0.6687, 0.4734, 0.1491}, 830 { 0.5722, 0.4679, 0.9538, 0.6345, 0.5056, 0.3748, 0, 0.6955, 0.5871, 0.5059}, 831 { 1.0336, 0.8675, 0.9634, 0.9714, 0.8485, 0.6687, 0.6955, 0, 0.9475, 0.6932}, 832 { 0.4752, 0.4878, 0.8138, 0.7339, 0.6038, 0.4734, 0.5871, 0.9475, 0, 0.6046}, 833 { 0.5617, 0.1286, 0.6381, 0.3214, 0.2630, 0.1491, 0.5059, 0.6932, 0.6046, 0}, 834 }, 835 new double[,] 836 { 837 { 4.0023, 2.1261, 1.8626, 1.6054, 1.4771, 0.9102, 2.7697, 2.9858, 3.3730, 1.2556}, 838 { 2.1261, 1.9372, 1.0981, 0.7172, 0.9121, 0.6569, 1.6947, 1.2703, 2.1250, 1.5231}, 839 { 1.8626, 1.0981, 4.6784, 1.6055, 1.6490, 1.1138, 1.9438, 3.6140, 3.0330, 0.9581}, 840 { 1.6054, 0.7172, 1.6055, 2.5635, 1.2584, 1.1688, 1.1565, 1.9117, 1.1689, 0.5622}, 841 { 1.4771, 0.9121, 1.6490, 1.2584, 1.8469, 0.9049, 0.8350, 1.2221, 1.5977, 0.6577}, 842 { 0.9102, 0.6569, 1.1138, 1.1688, 0.9049, 0.8258, 0.7611, 0.9541, 0.8954, 0.6253}, 843 { 2.7697, 1.6947, 1.9438, 1.1565, 0.8350, 0.7611, 3.6346, 3.5720, 2.9305, 0.9789}, 844 { 2.9858, 1.2703, 3.6140, 1.9117, 1.2221, 0.9541, 3.5720, 5.8240, 3.4327, 0.7368}, 845 { 3.3730, 2.1250, 3.0330, 1.1689, 1.5977, 0.8954, 2.9305, 3.4327, 4.3277, 1.4057}, 846 { 1.2556, 1.5231, 0.9581, 0.5622, 0.6577, 0.6253, 0.9789, 0.7368, 1.4057, 1.7151}, 849 847 }, 850 848 } … … 868 866 new double[,] 869 867 { 870 { 0.9277, 1.1294, 0.5692, 0.9208, 1.0857, 1.9243, 0.9742, 0.6136, 0.7561, 0.5402},871 { 0.4 163, 0.5003, 0.7718, 0.3938, 0.8777, 1.2339, 0.5706, 0.2610, 0.3331, 0.3622},872 { 0.6780, 0.8229, 0.6629, 0.8812, 1.9912, 0.9983, 0.5655, 0.8941, 0.6805, 0.5589},873 { 0. 4124, 0.7225, 0.6882, 0.4757, 1.6107, 1.3101, 0.2707, 0.2276, 0.2455, 0.3883},874 { 0. 1933, 0.5369, 0.6259, 0.1679, 1.3503, 1.2531, 0.4112, 0.1265, 0.1406, 0.2566},875 { 0. 1396, 0.3021, 0.5989, 0.1654, 1.0050, 0.8744, 0.2004, 0.0548, 0.0512, 0.1827},876 { 0. 8034, 0.6684, 0.9892, 0.8156, 0.5515, 1.6391, 0.9263, 0.7302, 0.6750, 0.5018},877 { 1.3 094, 1.4012, 0.9292, 1.4326, 1.5622, 1.9537, 1.2206, 1.3902, 1.2026, 0.8509},878 { 0. 9201, 0.9215, 0.5531, 0.9483, 0.9578, 1.7066, 0.9935, 0.7850, 0.7983, 0.4808},879 { 0. 3456, 0.4518, 0.8735, 0.2747, 1.0802, 1.0614, 0.5160, 0.2500, 0.3030, 0.4330},880 }, 881 new double[,] 882 { 883 { 12.4684, 13.5589, 27.2269, 11.7775, 28.4810, 20.3974, 17.6367, 15.6433, 13.2687, 19.9218},884 { 6.4483, 10.4768, 16.5855, 5.7248, 20.5652, 14.5226, 10.5485, 9.7302, 7.3516, 12.1897},885 { 19.5852, 21.2676, 29.4561, 17.3075, 25.7280, 30.6436, 24.0261, 16.0481, 17.9305, 22.6719},886 { 1 2.0994, 8.9651, 20.3832, 10.5449, 15.0447, 18.1696, 17.3814, 13.1126, 12.5737, 14.8704},887 { 1 1.5753, 7.6010, 17.6020, 11.5533, 11.2719, 12.4074, 12.7745, 11.2328, 10.7342, 13.0642},888 { 7.7002, 7.2219, 12.5086, 6.6571, 10.1926, 12.3345, 10.6842, 8.0169, 7.7623, 9.3850},889 { 12.1437, 17.6603, 23.0249, 10.8865, 29.8159, 21.2199, 16.0607, 11.5178, 12.1505, 18.6213},890 { 19.6612, 22.2367, 32.7783, 17.6462, 33.8425, 30.4168, 24.7688, 16.7960, 18.7578, 25.6781},891 { 15.2039, 18.7161, 28.6209, 14.2089, 30.5600, 24.5693, 19.2063, 15.3774, 14.7399, 21.7333},892 { 4.6744, 9.9769, 13.8465, 3.2199, 17.4141, 15.8657, 10.1292, 8.7194, 5.9286, 9.6290},868 { 0, 0.4881, 1.6583, 0.9692, 0.7827, 0.6522, 0.6841, 1.3942, 0.5367, 0.8270}, 869 { 0.4881, 0, 1.1827, 0.5867, 0.3830, 0.2172, 0.5941, 1.5658, 0.5949, 0.1383}, 870 { 1.6583, 1.1827, 0, 1.2171, 0.9340, 0.8047, 1.4579, 1.2131, 1.0263, 1.1349}, 871 { 0.9692, 0.5867, 1.2171, 0, 0.4382, 0.2161, 1.0197, 1.5073, 1.2629, 0.5270}, 872 { 0.7827, 0.3830, 0.9340, 0.4382, 0, 0.1488, 0.8534, 1.5465, 0.8372, 0.3717}, 873 { 0.6522, 0.2172, 0.8047, 0.2161, 0.1488, 0, 0.5737, 1.2259, 0.7478, 0.1832}, 874 { 0.6841, 0.5941, 1.4579, 1.0197, 0.8534, 0.5737, 0, 0.8230, 0.6981, 0.7909}, 875 { 1.3942, 1.5658, 1.2131, 1.5073, 1.5465, 1.2259, 0.8230, 0, 1.2028, 1.5638}, 876 { 0.5367, 0.5949, 1.0263, 1.2629, 0.8372, 0.7478, 0.6981, 1.2028, 0, 0.8770}, 877 { 0.8270, 0.1383, 1.1349, 0.5270, 0.3717, 0.1832, 0.7909, 1.5638, 0.8770, 0}, 878 }, 879 new double[,] 880 { 881 { 29.5729, 18.5805, 22.1876, 17.0550, 15.1746, 10.1428, 24.4678, 29.7604, 28.1516, 13.6594}, 882 { 18.5805, 14.3139, 13.9483, 8.3170, 8.8785, 6.0953, 15.8990, 16.9410, 19.1490, 12.1067}, 883 { 22.1876, 13.9483, 34.5691, 18.1905, 17.2281, 12.4415, 21.9535, 33.6266, 28.2630, 12.5918}, 884 { 17.0550, 8.3170, 18.1905, 18.9418, 11.7900, 9.9253, 13.7325, 21.9184, 14.8634, 6.8107}, 885 { 15.1746, 8.8785, 17.2281, 11.7900, 13.6471, 7.5799, 10.4142, 16.4592, 16.3685, 6.8676}, 886 { 10.1428, 6.0953, 12.4415, 9.9253, 7.5799, 6.1018, 8.6086, 12.9238, 10.4507, 5.6783}, 887 { 24.4678, 15.8990, 21.9535, 13.7325, 10.4142, 8.6086, 26.8561, 31.2335, 25.7489, 11.3079}, 888 { 29.7604, 16.9410, 33.6266, 21.9184, 16.4592, 12.9238, 31.2335, 43.0336, 32.2012, 12.2815}, 889 { 28.1516, 19.1490, 28.2630, 14.8634, 16.3685, 10.4507, 25.7489, 32.2012, 31.9778, 15.0663}, 890 { 13.6594, 12.1067, 12.5918, 6.8107, 6.8676, 5.6783, 11.3079, 12.2815, 15.0663, 12.6728}, 893 891 }, 894 892 } -
TabularUnified trunk/sources/HeuristicLab.Tests/HeuristicLab.Algorithms.DataAnalysis-3.4/GaussianProcessModelTest.cs ¶
r8484 r8491 86 86 Assert.AreEqual(356.6076, predTrain[1], 1e-3); 87 87 } 88 89 /*90 {91 // example from GPML book92 var hyp = new double[] {93 341.0, // mean 341 ppm94 // SE iso (long term trend)95 Math.Log(67.0 / 45.0), // length scale 67 years96 Math.Log(Math.Sqrt(66)), // magnitude 66ppm97 98 // product of SEiso and periodic99 Math.Log(90.0 / 45.0), // decay-time 90 years100 Math.Log(Math.Sqrt(2.4)), // magnitude 2.4ppm101 102 Math.Log(1.3), // smoothness103 Math.Log(1), // period 1 year104 Math.Log(Math.Sqrt(2.4)), // magnitude 2.4ppm105 106 // short term variation107 Math.Log(1.2 / 45.0), // typical length 1.2 years108 Math.Log(Math.Sqrt(0.66)), // magnitude 0.66ppm109 Math.Log(0.78), // shape (very small)110 111 // SEiso (correlated noise)112 Math.Log(1.6 / 45.0 / 12.0), // 1.6 months113 Math.Log(Math.Sqrt(0.18)), // amplitude of correlated noise 0.18ppm114 Math.Log(Math.Sqrt(0.19)), // theta11 0.19ppm noise115 };116 117 covarianceFunction.Terms.Add(new CovarianceRQiso());118 covarianceFunction.Terms.Add(new CovarianceSEiso()); // correlated noise119 var model = new GaussianProcessModel(problemData.Dataset, targetVariable, allowedInputVariables, Enumerable.Range(0, 545), hyp,120 new MeanConst(),121 covarianceFunction);122 Assert.AreEqual(-108.5, model.NegativeLogLikelihood, 1);123 }124 */125 88 } 126 89
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