15:30 Tuesday, January 18, 2005 246 The NEURAL Procedure Optimization Start Paramètres estimés Fonction/ objective/ Nb Paramètre Estimation gradient/ 1 VAR1_VAR257 0 -0.005319 2 VAR10_VAR257 0 -1.732520 3 VAR100_VAR257 0 0.119253 4 VAR101_VAR257 0 -0.624807 5 VAR102_VAR257 0 -0.963201 6 VAR103_VAR257 0 -0.594627 7 VAR104_VAR257 0 0.327291 8 VAR105_VAR257 0 0.257340 9 VAR106_VAR257 0 -0.982225 10 VAR107_VAR257 0 -1.612804 11 VAR108_VAR257 0 -0.810182 12 VAR109_VAR257 0 0.253868 13 VAR11_VAR257 0 -1.609848 14 VAR110_VAR257 0 0.685868 15 VAR111_VAR257 0 0.590820 16 VAR112_VAR257 0 0.188864 17 VAR113_VAR257 0 0.242456 18 VAR114_VAR257 0 0.632935 19 VAR115_VAR257 0 0.755270 20 VAR116_VAR257 0 0.383702 21 VAR117_VAR257 0 -0.346537 22 VAR118_VAR257 0 -0.923023 23 VAR119_VAR257 0 -0.798644 24 VAR12_VAR257 0 -1.068329 25 VAR120_VAR257 0 -0.003381 26 VAR121_VAR257 0 -0.137324 27 VAR122_VAR257 0 -1.431434 28 VAR123_VAR257 0 -1.700093 29 VAR124_VAR257 0 -0.463174 30 VAR125_VAR257 0 0.664256 31 VAR126_VAR257 0 0.921830 32 VAR127_VAR257 0 0.745485 33 VAR128_VAR257 0 0.292064 34 VAR129_VAR257 0 0.332521 35 VAR13_VAR257 0 -0.593007 36 VAR130_VAR257 0 0.766515 37 VAR131_VAR257 0 0.949950 38 VAR132_VAR257 0 0.672186 39 VAR133_VAR257 0 0.015996 40 VAR134_VAR257 0 -0.677610 41 VAR135_VAR257 0 -0.653071 42 VAR136_VAR257 0 -0.048520 43 VAR137_VAR257 0 -0.435630 44 VAR138_VAR257 0 -1.803273 45 VAR139_VAR257 0 -1.595498 46 VAR14_VAR257 0 -0.281324 47 VAR140_VAR257 0 -0.085408 48 VAR141_VAR257 0 0.967724 15:30 Tuesday, January 18, 2005 247 The NEURAL Procedure Optimization Start Paramètres estimés Fonction/ objective/ Nb Paramètre Estimation gradient/ 49 VAR142_VAR257 0 1.097830 50 VAR143_VAR257 0 0.830464 51 VAR144_VAR257 0 0.382844 52 VAR145_VAR257 0 0.388179 53 VAR146_VAR257 0 0.891941 54 VAR147_VAR257 0 1.164158 55 VAR148_VAR257 0 0.942198 56 VAR149_VAR257 0 0.322031 57 VAR15_VAR257 0 -0.096930 58 VAR150_VAR257 0 -0.313060 59 VAR151_VAR257 0 -0.158675 60 VAR152_VAR257 0 0.233970 61 VAR153_VAR257 0 -0.753291 62 VAR154_VAR257 0 -2.134266 63 VAR155_VAR257 0 -1.412238 64 VAR156_VAR257 0 0.277808 65 VAR157_VAR257 0 1.146039 66 VAR158_VAR257 0 1.257636 67 VAR159_VAR257 0 0.849360 68 VAR16_VAR257 0 -0.021126 69 VAR160_VAR257 0 0.383497 70 VAR161_VAR257 0 0.414423 71 VAR162_VAR257 0 1.024338 72 VAR163_VAR257 0 1.304263 73 VAR164_VAR257 0 1.112889 74 VAR165_VAR257 0 0.457858 75 VAR166_VAR257 0 -0.092612 76 VAR167_VAR257 0 0.112764 77 VAR168_VAR257 0 0.347409 78 VAR169_VAR257 0 -0.965631 79 VAR17_VAR257 0 -0.007972 80 VAR170_VAR257 0 -2.171828 81 VAR171_VAR257 0 -1.010568 82 VAR172_VAR257 0 0.635629 83 VAR173_VAR257 0 1.376697 84 VAR174_VAR257 0 1.319527 85 VAR175_VAR257 0 0.854107 86 VAR176_VAR257 0 0.356456 87 VAR177_VAR257 0 0.373305 88 VAR178_VAR257 0 1.021797 89 VAR179_VAR257 0 1.423255 90 VAR18_VAR257 0 -0.063349 91 VAR180_VAR257 0 1.268849 92 VAR181_VAR257 0 0.689279 93 VAR182_VAR257 0 0.053769 94 VAR183_VAR257 0 0.325918 95 VAR184_VAR257 0 0.344894 96 VAR185_VAR257 0 -0.890889 15:30 Tuesday, January 18, 2005 248 The NEURAL Procedure Optimization Start Paramètres estimés Fonction/ objective/ Nb Paramètre Estimation gradient/ 97 VAR186_VAR257 0 -1.520022 98 VAR187_VAR257 0 -0.272038 99 VAR188_VAR257 0 1.013371 100 VAR189_VAR257 0 1.522869 101 VAR19_VAR257 0 -0.121169 102 VAR190_VAR257 0 1.279294 103 VAR191_VAR257 0 0.765106 104 VAR192_VAR257 0 0.228880 105 VAR193_VAR257 0 0.239696 106 VAR194_VAR257 0 0.763625 107 VAR195_VAR257 0 1.318621 108 VAR196_VAR257 0 1.412519 109 VAR197_VAR257 0 0.910264 110 VAR198_VAR257 0 0.218341 111 VAR199_VAR257 0 0.287306 112 VAR2_VAR257 0 -0.042900 113 VAR20_VAR257 0 -0.181816 114 VAR200_VAR257 0 0.316129 115 VAR201_VAR257 0 -0.434414 116 VAR202_VAR257 0 -0.541896 117 VAR203_VAR257 0 0.374874 118 VAR204_VAR257 0 1.228954 119 VAR205_VAR257 0 1.468924 120 VAR206_VAR257 0 1.074797 121 VAR207_VAR257 0 0.552589 122 VAR208_VAR257 0 0.151709 123 VAR209_VAR257 0 0.140035 124 VAR21_VAR257 0 -0.357242 125 VAR210_VAR257 0 0.492753 126 VAR211_VAR257 0 0.985150 127 VAR212_VAR257 0 1.403992 128 VAR213_VAR257 0 1.176377 129 VAR214_VAR257 0 0.612354 130 VAR215_VAR257 0 0.478438 131 VAR216_VAR257 0 0.488441 132 VAR217_VAR257 0 0.208260 133 VAR218_VAR257 0 0.162748 134 VAR219_VAR257 0 0.655764 135 VAR22_VAR257 0 -0.645809 136 VAR220_VAR257 0 1.174898 137 VAR221_VAR257 0 1.158880 138 VAR222_VAR257 0 0.723358 139 VAR223_VAR257 0 0.361819 140 VAR224_VAR257 0 0.105010 141 VAR225_VAR257 0 0.086329 142 VAR226_VAR257 0 0.274766 143 VAR227_VAR257 0 0.540488 144 VAR228_VAR257 0 0.892885 15:30 Tuesday, January 18, 2005 249 The NEURAL Procedure Optimization Start Paramètres estimés Fonction/ objective/ Nb Paramètre Estimation gradient/ 145 VAR229_VAR257 0 1.143640 146 VAR23_VAR257 0 -0.669550 147 VAR230_VAR257 0 0.794027 148 VAR231_VAR257 0 0.282229 149 VAR232_VAR257 0 0.202137 150 VAR233_VAR257 0 0.167398 151 VAR234_VAR257 0 0.174284 152 VAR235_VAR257 0 0.528053 153 VAR236_VAR257 0 0.752231 154 VAR237_VAR257 0 0.548129 155 VAR238_VAR257 0 0.324576 156 VAR239_VAR257 0 0.201713 157 VAR24_VAR257 0 0.087561 158 VAR240_VAR257 0 0.086218 159 VAR241_VAR257 0 0.020270 160 VAR242_VAR257 0 0.083485 161 VAR243_VAR257 0 0.188548 162 VAR244_VAR257 0 0.328928 163 VAR245_VAR257 0 0.495309 164 VAR246_VAR257 0 0.498546 165 VAR247_VAR257 0 -0.011271 166 VAR248_VAR257 0 -0.203407 167 VAR249_VAR257 0 0.104579 168 VAR25_VAR257 0 -0.037778 169 VAR250_VAR257 0 -0.012709 170 VAR251_VAR257 0 0.101647 171 VAR252_VAR257 0 0.140498 172 VAR253_VAR257 0 0.120986 173 VAR254_VAR257 0 0.106309 174 VAR255_VAR257 0 0.074639 175 VAR256_VAR257 0 0.025996 176 VAR26_VAR257 0 -1.139865 177 VAR27_VAR257 0 -1.703709 178 VAR28_VAR257 0 -1.715477 179 VAR29_VAR257 0 -1.113077 180 VAR3_VAR257 0 -0.082769 181 VAR30_VAR257 0 -0.607926 182 VAR31_VAR257 0 -0.286451 183 VAR32_VAR257 0 -0.078068 184 VAR33_VAR257 0 -0.019039 185 VAR34_VAR257 0 -0.062953 186 VAR35_VAR257 0 -0.115033 187 VAR36_VAR257 0 -0.350817 188 VAR37_VAR257 0 -0.708578 189 VAR38_VAR257 0 -0.934560 190 VAR39_VAR257 0 -0.239840 191 VAR4_VAR257 0 -0.093053 192 VAR40_VAR257 0 1.167583 15:30 Tuesday, January 18, 2005 250 The NEURAL Procedure Optimization Start Paramètres estimés Fonction/ objective/ Nb Paramètre Estimation gradient/ 193 VAR41_VAR257 0 1.505535 194 VAR42_VAR257 0 0.624108 195 VAR43_VAR257 0 -0.387812 196 VAR44_VAR257 0 -1.203863 197 VAR45_VAR257 0 -1.035520 198 VAR46_VAR257 0 -0.631892 199 VAR47_VAR257 0 -0.344411 200 VAR48_VAR257 0 -0.102877 201 VAR49_VAR257 0 -0.033484 202 VAR5_VAR257 0 -0.057021 203 VAR50_VAR257 0 -0.025770 204 VAR51_VAR257 0 -0.056855 205 VAR52_VAR257 0 -0.392178 206 VAR53_VAR257 0 -0.841185 207 VAR54_VAR257 0 -0.598091 208 VAR55_VAR257 0 0.420210 209 VAR56_VAR257 0 1.615720 210 VAR57_VAR257 0 1.873537 211 VAR58_VAR257 0 0.966831 212 VAR59_VAR257 0 -0.043367 213 VAR6_VAR257 0 -0.079180 214 VAR60_VAR257 0 -0.782824 215 VAR61_VAR257 0 -0.726691 216 VAR62_VAR257 0 -0.402286 217 VAR63_VAR257 0 -0.235124 218 VAR64_VAR257 0 -0.076564 219 VAR65_VAR257 0 -0.009689 220 VAR66_VAR257 0 0.031782 221 VAR67_VAR257 0 0.038695 222 VAR68_VAR257 0 -0.408907 223 VAR69_VAR257 0 -0.822013 224 VAR7_VAR257 0 0.031992 225 VAR70_VAR257 0 -0.508975 226 VAR71_VAR257 0 0.400195 227 VAR72_VAR257 0 1.451597 228 VAR73_VAR257 0 1.547828 229 VAR74_VAR257 0 0.550986 230 VAR75_VAR257 0 -0.567645 231 VAR76_VAR257 0 -0.874269 232 VAR77_VAR257 0 -0.434120 233 VAR78_VAR257 0 -0.047039 234 VAR79_VAR257 0 0.026778 235 VAR8_VAR257 0 0.401539 236 VAR80_VAR257 0 -0.013620 237 VAR81_VAR257 0 0.023127 238 VAR82_VAR257 0 0.184751 239 VAR83_VAR257 0 0.177171 240 VAR84_VAR257 0 -0.196451 15:30 Tuesday, January 18, 2005 251 The NEURAL Procedure Optimization Start Paramètres estimés Fonction/ objective/ Nb Paramètre Estimation gradient/ 241 VAR85_VAR257 0 -0.768318 242 VAR86_VAR257 0 -0.808717 243 VAR87_VAR257 0 -0.116645 244 VAR88_VAR257 0 0.904623 245 VAR89_VAR257 0 0.927514 246 VAR9_VAR257 0 -0.649981 247 VAR90_VAR257 0 -0.315018 248 VAR91_VAR257 0 -1.168981 249 VAR92_VAR257 0 -0.932804 250 VAR93_VAR257 0 -0.110720 251 VAR94_VAR257 0 0.365248 252 VAR95_VAR257 0 0.346590 253 VAR96_VAR257 0 0.070856 254 VAR97_VAR257 0 0.105683 255 VAR98_VAR257 0 0.422925 256 VAR99_VAR257 0 0.438074 257 BIAS_VAR257 4.500000 0 Value of Objective Function = 8.25 15:30 Tuesday, January 18, 2005 252 The NEURAL Procedure Dual Quasi-Newton Optimization Minimum Iterations -1 Maximum Iterations 100 Maximum Function Calls 2147483647 Maximum CPU Time 604800 ABSGCONV Gradient Criterion 0.00001 GCONV Gradient Criterion 1E-8 ABSFCONV Function Criterion 0 FCONV Function Criterion 0.0001 FCONV2 Function Criterion 0 FSIZE Parameter 0 ABSXCONV Parameter Change Criterion 0 XCONV Parameter Change Criterion 0 XSIZE Parameter 0 ABSCONV Function Criterion 0.0082541271 Line Search Method 2 Starting Alpha for Line Search 1 Line Search Precision LSPRECISION 0.4 DAMPSTEP Parameter for Line Search . Singularity Tolerance (SINGULAR) 1E-8 Dual Quasi-Newton Optimization Dual Broyden - Fletcher - Goldfarb - Shanno Update (DBFGS) Parameter Estimates 257 Optimization Start Active Constraints 0 Objective Function 8.25 Max Abs Gradient Element 2.1718285 Élément/ Pente Redém- Appels Cont. Fonction Changement gradient/ Taille direct. Itér. marrages de fonc. act. objective fonc. obj. max. abs. de pas de rech. 1 0 5 0 5.98841 2.2616 1.7569 0.0132 -343.5 2 0 8 0 4.69415 1.2943 0.9506 0.286 -9.048 3 0 12 0 3.94825 0.7459 0.4954 3.028 -0.493 4 0 16 0 3.69546 0.2528 0.2552 2.436 -0.208 5 0 20 0 3.54419 0.1513 0.1910 3.642 -0.0831 6 0 22 0 3.40623 0.1380 0.1123 10.000 -0.0258 7 0 25 0 3.35864 0.0476 0.1564 5.199 -0.0183 8 0 27 0 3.32590 0.0327 0.1721 3.647 -0.0326 9 0 29 0 3.29211 0.0338 0.0966 2.194 -0.0373 10 0 31 0 3.24901 0.0431 0.0894 3.278 -0.0258 11 0 34 0 3.22807 0.0209 0.1198 2.199 -0.0190 12 0 36 0 3.20124 0.0268 0.0984 4.891 -0.0107 13 0 38 0 3.16462 0.0366 0.0898 7.474 -0.0090 14 0 41 0 3.15188 0.0127 0.0977 2.171 -0.0117 15 0 43 0 3.13136 0.0205 0.0685 3.496 -0.0091 15:30 Tuesday, January 18, 2005 253 The NEURAL Procedure Élément/ Pente Redém- Appels Cont. Fonction Changement gradient/ Taille direct. Itér. marrages de fonc. act. objective fonc. obj. max. abs. de pas de rech. 16 0 46 0 3.12350 0.00785 0.0871 1.900 -0.0083 17 0 50 0 3.10264 0.0209 0.0622 6.709 -0.0062 18 0 52 0 3.08502 0.0176 0.0619 10.000 -0.0031 19 0 55 0 3.07937 0.00565 0.0706 2.724 -0.0042 20 0 59 0 3.05782 0.0216 0.0500 7.300 -0.0059 21 0 61 0 3.05445 0.00337 0.0606 10.000 -0.0021 22 0 65 0 3.04678 0.00767 0.0352 1.549 -0.0109 23 0 68 0 3.04197 0.00481 0.0558 3.416 -0.0028 24 0 70 0 3.03405 0.00792 0.0346 3.659 -0.0033 25 0 73 0 3.03001 0.00404 0.0364 1.469 -0.0055 26 0 75 0 3.02606 0.00395 0.0347 7.231 -0.0014 27 0 77 0 3.02157 0.00449 0.0322 2.743 -0.0036 28 0 79 0 3.02012 0.00145 0.0473 5.486 -0.0020 29 0 83 0 3.01510 0.00502 0.0290 1.574 -0.0064 30 0 85 0 3.00911 0.00599 0.0394 4.593 -0.0027 31 0 87 0 3.00272 0.00639 0.0225 10.000 -0.0012 32 0 90 0 3.00062 0.00210 0.0246 1.487 -0.0028 33 0 92 0 2.99697 0.00365 0.0216 9.649 -0.0005 34 0 95 0 2.99461 0.00236 0.0420 1.364 -0.0035 35 0 97 0 2.99199 0.00263 0.0318 8.298 -0.0007 36 0 99 0 2.98856 0.00343 0.0217 2.712 -0.0024 37 0 102 0 2.98750 0.00106 0.0247 3.209 -0.0007 38 0 106 0 2.98338 0.00413 0.0242 7.126 -0.0012 39 0 108 0 2.98067 0.00271 0.0206 10.000 -0.0004 40 0 110 0 2.97831 0.00236 0.0219 1.950 -0.0035 41 0 113 0 2.97770 0.000614 0.0123 1.333 -0.0009 42 0 117 0 2.97587 0.00183 0.0226 15.567 -0.0002 43 0 119 0 2.97422 0.00164 0.0256 3.109 -0.0015 44 0 122 0 2.97374 0.000481 0.0157 1.789 -0.0005 45 0 126 0 2.97195 0.00179 0.0205 9.490 -0.0004 46 0 130 0 2.96943 0.00253 0.0126 27.131 -0.0002 47 0 134 0 2.96693 0.00250 0.00998 34.217 -0.0001 48 0 138 0 2.96520 0.00172 0.0115 38.807 -0.0001 49 0 142 0 2.96389 0.00131 0.0116 26.972 -0.0001 50 0 145 0 2.96373 0.000164 0.0115 2.392 -0.0001 51 0 149 0 2.96244 0.00128 0.0108 15.567 -0.0002 52 0 153 0 2.96110 0.00134 0.00821 37.844 -0.0001 53 0 157 0 2.96013 0.000971 0.00805 35.491 -547E-7 54 0 161 0 2.95928 0.000851 0.0106 29.870 -57E-6 55 0 164 0 2.95900 0.000275 0.00893 1.428 -0.0004 56 0 168 0 2.95801 0.000992 0.0107 43.317 -458E-7 57 0 172 0 2.95683 0.00119 0.00613 29.343 -0.0001 58 0 176 0 2.95578 0.00104 0.00726 48.831 -427E-7 59 0 178 0 2.95555 0.000230 0.00945 10.000 -339E-7 60 0 182 0 2.95489 0.000659 0.0130 2.949 -0.0004 61 1 188 0 2.95465 0.000247 0.00870 0.00110 -0.452 62 1 192 0 2.95444 0.000210 0.00794 2.353 -0.0002 63 1 194 0 2.95425 0.000185 0.0121 1.328 -0.0004 64 1 197 0 2.95422 0.000030 0.0115 0.0845 -0.0007 15:30 Tuesday, January 18, 2005 254 The NEURAL Procedure Élément/ Pente Redém- Appels Cont. Fonction Changement gradient/ Taille direct. Itér. marrages de fonc. act. objective fonc. obj. max. abs. de pas de rech. 65 1 199 0 2.95416 0.000063 0.01000 0.100 -0.0017 66 1 203 0 2.95400 0.000158 0.00804 0.704 -0.0004 67 1 206 0 2.95389 0.000107 0.00872 0.558 -0.0004 68 1 208 0 2.95376 0.000131 0.00951 0.611 -0.0004 69 1 210 0 2.95354 0.000218 0.00644 0.717 -0.0005 70 1 212 0 2.95325 0.000296 0.00532 1.153 -0.0005 71 1 214 0 2.95304 0.000210 0.0142 3.098 -0.0002 72 1 216 0 2.95277 0.000265 0.00525 1.197 -0.0004 73 1 219 0 2.95261 0.000163 0.00539 1.376 -0.0002 74 1 221 0 2.95238 0.000228 0.00608 1.409 -0.0003 75 1 223 0 2.95224 0.000142 0.0103 1.650 -0.0003 76 1 225 0 2.95203 0.000212 0.00487 1.029 -0.0003 77 1 227 0 2.95181 0.000224 0.00634 2.433 -0.0002 78 1 229 0 2.95149 0.000319 0.00486 2.121 -0.0003 79 1 231 0 2.95128 0.000206 0.0106 3.492 -0.0002 80 1 233 0 2.95098 0.000295 0.00395 1.463 -0.0004 81 1 235 0 2.95074 0.000250 0.00771 3.991 -0.0002 82 1 237 0 2.95049 0.000241 0.00564 2.631 -0.0002 83 1 239 0 2.95016 0.000332 0.00527 2.726 -0.0002 84 1 241 0 2.94997 0.000189 0.00602 3.656 -0.0002 85 1 243 0 2.94973 0.000239 0.00305 1.461 -0.0003 86 1 245 0 2.94946 0.000271 0.00660 4.524 -0.0001 87 1 247 0 2.94931 0.000149 0.00767 3.414 -0.0002 88 1 251 0 2.94898 0.000339 0.00382 2.077 -0.0004 89 1 253 0 2.94866 0.000312 0.00459 3.999 -0.0002 90 1 256 0 2.94846 0.000203 0.00415 2.338 -0.0002 91 1 258 0 2.94812 0.000344 0.00335 2.915 -0.0002 92 1 261 0 2.94796 0.000153 0.00377 1.546 -0.0002 93 1 265 0 2.94764 0.000327 0.00702 7.577 -0.0001 94 1 268 0 2.94745 0.000189 0.00476 1.768 -0.0002 95 1 270 0 2.94716 0.000284 0.00423 3.432 -0.0001 96 1 273 0 2.94698 0.000182 0.00486 2.714 -0.0001 97 1 275 0 2.94687 0.000114 0.0131 2.269 -0.0002 98 1 277 0 2.94668 0.000188 0.00345 0.829 -0.0003 99 1 279 0 2.94657 0.000104 0.0133 3.589 -0.0001 100 1 281 0 2.94640 0.000170 0.00404 1.208 -0.0002 Optimization Results Iterations 100 Function Calls 283 Gradient Calls 129 Active Constraints 0 Objective Function 2.9464042385 Max Abs Gradient Element 0.0040353848 Slope of Search Direction -0.000215025 QUANEW needs more than 100 iterations or 2147483647 function calls. ATTENTION: QUANEW L'optimisation ne peut être réalisée. 15:30 Tuesday, January 18, 2005 255 The NEURAL Procedure Optimization Results Paramètres estimés Fonction/ objective/ Nb Paramètre Estimation gradient/ 1 VAR1_VAR257 -0.755778 0.001541 2 VAR10_VAR257 0.475411 0.000464 3 VAR100_VAR257 -0.287307 0.000876 4 VAR101_VAR257 0.137780 -0.000235 5 VAR102_VAR257 0.122085 -0.000415 6 VAR103_VAR257 0.013359 -0.001600 7 VAR104_VAR257 -0.055971 -0.002606 8 VAR105_VAR257 -0.050921 -0.003283 9 VAR106_VAR257 0.033134 -0.003808 10 VAR107_VAR257 0.222822 -0.002887 11 VAR108_VAR257 0.070011 0.000156 12 VAR109_VAR257 0.028903 0.001097 13 VAR11_VAR257 0.174153 0.001055 14 VAR110_VAR257 -0.333338 0.000404 15 VAR111_VAR257 0.409733 0.000145 16 VAR112_VAR257 -0.508093 0.000947 17 VAR113_VAR257 -0.812126 0.000006811 18 VAR114_VAR257 -0.193346 0.000770 19 VAR115_VAR257 -0.441291 0.001708 20 VAR116_VAR257 0.097844 0.000355 21 VAR117_VAR257 0.107404 -0.000905 22 VAR118_VAR257 -0.143650 -0.001207 23 VAR119_VAR257 0.216673 -0.003086 24 VAR12_VAR257 -0.010747 0.000160 25 VAR120_VAR257 -0.240833 -0.002899 26 VAR121_VAR257 0.393880 -0.002862 27 VAR122_VAR257 0.004224 -0.001573 28 VAR123_VAR257 0.188185 -0.002180 29 VAR124_VAR257 -0.137714 0.001621 30 VAR125_VAR257 0.161537 0.000853 31 VAR126_VAR257 0.157425 0.000156 32 VAR127_VAR257 -0.216143 -0.000490 33 VAR128_VAR257 -0.655824 0.000774 34 VAR129_VAR257 0.641605 0.000037148 35 VAR13_VAR257 0.182834 0.000315 36 VAR130_VAR257 -0.359660 0.000624 37 VAR131_VAR257 0.528815 0.000789 38 VAR132_VAR257 -0.191573 0.001135 39 VAR133_VAR257 -0.093513 -0.000193 40 VAR134_VAR257 0.351073 -0.001258 41 VAR135_VAR257 0.247238 -0.002520 42 VAR136_VAR257 -0.050845 -0.001329 43 VAR137_VAR257 -0.085228 -0.001263 44 VAR138_VAR257 0.183761 -0.000969 45 VAR139_VAR257 -0.147412 0.000450 46 VAR14_VAR257 0.284444 -0.000117 47 VAR140_VAR257 0.062771 0.001540 48 VAR141_VAR257 -0.317994 0.000345 15:30 Tuesday, January 18, 2005 256 The NEURAL Procedure Optimization Results Paramètres estimés Fonction/ objective/ Nb Paramètre Estimation gradient/ 49 VAR142_VAR257 -0.021642 0.000920 50 VAR143_VAR257 -0.238248 0.000932 51 VAR144_VAR257 0.295972 0.000523 52 VAR145_VAR257 -0.316453 -0.000252 53 VAR146_VAR257 0.200331 0.000913 54 VAR147_VAR257 -0.432047 0.001174 55 VAR148_VAR257 -0.069142 0.000424 56 VAR149_VAR257 -0.032925 -0.000251 57 VAR15_VAR257 0.103261 -0.000391 58 VAR150_VAR257 -0.038197 -0.000012801 59 VAR151_VAR257 -0.148494 -0.000368 60 VAR152_VAR257 -0.048541 -0.001404 61 VAR153_VAR257 0.184870 -0.000259 62 VAR154_VAR257 -0.003227 -0.000058692 63 VAR155_VAR257 0.197278 0.001761 64 VAR156_VAR257 -0.227425 0.002292 65 VAR157_VAR257 0.202299 -0.000399 66 VAR158_VAR257 -0.462024 0.001215 67 VAR159_VAR257 0.184575 0.000492 68 VAR16_VAR257 1.392222 -0.000627 69 VAR160_VAR257 -0.203212 -0.000333 70 VAR161_VAR257 0.523171 0.000415 71 VAR162_VAR257 -0.165752 0.000501 72 VAR163_VAR257 0.484110 0.000687 73 VAR164_VAR257 -0.043211 -0.000458 74 VAR165_VAR257 0.165161 -0.000665 75 VAR166_VAR257 -0.008166 0.000323 76 VAR167_VAR257 0.387898 -0.001732 77 VAR168_VAR257 0.059010 -0.000866 78 VAR169_VAR257 -0.132830 0.000888 79 VAR17_VAR257 -0.642747 -0.000231 80 VAR170_VAR257 0.456007 0.001616 81 VAR171_VAR257 -0.024427 0.002730 82 VAR172_VAR257 -0.132659 0.001607 83 VAR173_VAR257 -0.321866 0.000848 84 VAR174_VAR257 -0.007177 -0.000059280 85 VAR175_VAR257 0.546777 -0.000845 86 VAR176_VAR257 -0.425707 0.000621 87 VAR177_VAR257 -0.467789 0.000040537 88 VAR178_VAR257 0.022079 0.001530 89 VAR179_VAR257 -0.058223 0.000975 90 VAR18_VAR257 -0.642664 0.000272 91 VAR180_VAR257 0.144250 -0.000466 92 VAR181_VAR257 -0.086692 0.000050288 93 VAR182_VAR257 0.212640 -0.000784 94 VAR183_VAR257 -0.509029 -0.000185 95 VAR184_VAR257 0.150898 0.000275 96 VAR185_VAR257 0.497673 0.001002 15:30 Tuesday, January 18, 2005 257 The NEURAL Procedure Optimization Results Paramètres estimés Fonction/ objective/ Nb Paramètre Estimation gradient/ 97 VAR186_VAR257 -0.182010 0.002255 98 VAR187_VAR257 -0.190294 0.002269 99 VAR188_VAR257 -0.224406 -0.000329 100 VAR189_VAR257 -0.211985 -0.001250 101 VAR19_VAR257 0.113052 0.000787 102 VAR190_VAR257 0.039791 -0.000276 103 VAR191_VAR257 -0.495863 0.000605 104 VAR192_VAR257 0.218905 -0.000038259 105 VAR193_VAR257 -0.027023 -0.001217 106 VAR194_VAR257 -0.014468 0.000222 107 VAR195_VAR257 -0.001225 0.000438 108 VAR196_VAR257 0.431290 -0.001450 109 VAR197_VAR257 -0.459709 0.000397 110 VAR198_VAR257 0.313937 -0.000244 111 VAR199_VAR257 0.194556 -0.001208 112 VAR2_VAR257 0.439188 -0.000088772 113 VAR20_VAR257 -0.387844 -0.000793 114 VAR200_VAR257 -0.268459 0.000581 115 VAR201_VAR257 0.136750 0.001689 116 VAR202_VAR257 -0.150922 0.001862 117 VAR203_VAR257 0.174592 0.000190 118 VAR204_VAR257 -0.247181 -0.001168 119 VAR205_VAR257 0.164765 -0.001706 120 VAR206_VAR257 -0.116933 -0.001208 121 VAR207_VAR257 0.203451 0.000037880 122 VAR208_VAR257 0.172109 -0.001464 123 VAR209_VAR257 -0.477253 0.000095411 124 VAR21_VAR257 -0.151641 -0.000285 125 VAR210_VAR257 0.734076 -0.002375 126 VAR211_VAR257 0.006466 -0.001682 127 VAR212_VAR257 -0.258249 -0.000569 128 VAR213_VAR257 0.481582 -0.000991 129 VAR214_VAR257 0.069372 -0.000435 130 VAR215_VAR257 0.255885 -0.001588 131 VAR216_VAR257 -0.009650 0.000782 132 VAR217_VAR257 -0.414789 0.001448 133 VAR218_VAR257 0.168821 0.000358 134 VAR219_VAR257 0.056321 -0.000609 135 VAR22_VAR257 -0.191724 -0.000798 136 VAR220_VAR257 -0.317009 -0.001505 137 VAR221_VAR257 -0.485496 -0.000531 138 VAR222_VAR257 -0.153726 0.000318 139 VAR223_VAR257 -0.859823 0.000318 140 VAR224_VAR257 0.452421 0.000480 141 VAR225_VAR257 0.214834 -0.000019487 142 VAR226_VAR257 -0.156486 0.000146 143 VAR227_VAR257 -0.292256 -0.001379 144 VAR228_VAR257 0.783380 -0.001996 15:30 Tuesday, January 18, 2005 258 The NEURAL Procedure Optimization Results Paramètres estimés Fonction/ objective/ Nb Paramètre Estimation gradient/ 145 VAR229_VAR257 -0.351722 -0.000696 146 VAR23_VAR257 0.252771 -0.001889 147 VAR230_VAR257 0.169695 -0.001261 148 VAR231_VAR257 -0.145983 -0.001050 149 VAR232_VAR257 -0.148301 -0.000182 150 VAR233_VAR257 0.055681 -0.002285 151 VAR234_VAR257 -0.091525 -0.000873 152 VAR235_VAR257 0.196627 -0.001973 153 VAR236_VAR257 -0.014494 -0.001839 154 VAR237_VAR257 -0.091667 0.000890 155 VAR238_VAR257 -0.120035 0.001160 156 VAR239_VAR257 0.356615 0.001657 157 VAR24_VAR257 0.089553 -0.002288 158 VAR240_VAR257 -0.679276 0.000127 159 VAR241_VAR257 0.076217 -0.000196 160 VAR242_VAR257 -0.774830 -0.000108 161 VAR243_VAR257 0.659633 -0.000877 162 VAR244_VAR257 -0.107427 -0.001519 163 VAR245_VAR257 -0.116443 -0.000352 164 VAR246_VAR257 0.279057 -0.000400 165 VAR247_VAR257 0.338827 0.000105 166 VAR248_VAR257 0.126092 -0.002075 167 VAR249_VAR257 -0.251910 -0.003176 168 VAR25_VAR257 -0.126140 -0.001237 169 VAR250_VAR257 -0.336739 -0.000661 170 VAR251_VAR257 -0.053403 -0.000937 171 VAR252_VAR257 0.195814 -0.000440 172 VAR253_VAR257 -0.134052 0.000308 173 VAR254_VAR257 -0.566856 0.000679 174 VAR255_VAR257 -0.708211 0.000238 175 VAR256_VAR257 -0.035452 -0.000286 176 VAR26_VAR257 0.446784 -0.000836 177 VAR27_VAR257 0.146172 -0.001608 178 VAR28_VAR257 0.145609 -0.000727 179 VAR29_VAR257 0.142416 0.000551 180 VAR3_VAR257 -0.294810 0.000318 181 VAR30_VAR257 0.053556 0.001342 182 VAR31_VAR257 0.281867 -0.000552 183 VAR32_VAR257 -0.248087 -0.000235 184 VAR33_VAR257 -0.201184 0.000428 185 VAR34_VAR257 0.370646 0.000660 186 VAR35_VAR257 -0.349326 0.000348 187 VAR36_VAR257 0.086694 -0.002360 188 VAR37_VAR257 -0.241120 -0.000347 189 VAR38_VAR257 0.092605 -0.000552 190 VAR39_VAR257 -0.068953 -0.000427 191 VAR4_VAR257 0.046778 0.000424 192 VAR40_VAR257 -0.362165 0.001168 15:30 Tuesday, January 18, 2005 259 The NEURAL Procedure Optimization Results Paramètres estimés Fonction/ objective/ Nb Paramètre Estimation gradient/ 193 VAR41_VAR257 -0.059442 0.001052 194 VAR42_VAR257 -0.089043 0.001070 195 VAR43_VAR257 0.019835 -0.000060733 196 VAR44_VAR257 0.291251 -0.000925 197 VAR45_VAR257 0.188417 -0.000387 198 VAR46_VAR257 0.341357 0.001108 199 VAR47_VAR257 0.163181 0.001105 200 VAR48_VAR257 0.561893 -0.000118 201 VAR49_VAR257 0.555308 -0.000271 202 VAR5_VAR257 -0.208158 -0.001300 203 VAR50_VAR257 -0.466715 0.000573 204 VAR51_VAR257 0.027606 -0.000683 205 VAR52_VAR257 -0.132661 -0.000751 206 VAR53_VAR257 0.066214 -0.000219 207 VAR54_VAR257 -0.086534 0.000923 208 VAR55_VAR257 -0.006352 -0.000586 209 VAR56_VAR257 -0.146221 0.001095 210 VAR57_VAR257 -0.127097 0.000223 211 VAR58_VAR257 0.236168 -0.000314 212 VAR59_VAR257 -0.148427 -0.000599 213 VAR6_VAR257 -0.019971 -0.001714 214 VAR60_VAR257 0.000234 0.000465 215 VAR61_VAR257 -0.057229 -0.000752 216 VAR62_VAR257 0.180421 0.000473 217 VAR63_VAR257 -0.165535 0.000642 218 VAR64_VAR257 0.685750 -0.000185 219 VAR65_VAR257 -0.059029 -0.000256 220 VAR66_VAR257 0.007912 0.000339 221 VAR67_VAR257 -0.274317 -0.000142 222 VAR68_VAR257 0.076189 0.000458 223 VAR69_VAR257 0.080656 0.000564 224 VAR7_VAR257 -0.073595 -0.003164 225 VAR70_VAR257 -0.001341 0.001362 226 VAR71_VAR257 0.024917 0.000961 227 VAR72_VAR257 -0.138446 0.000007824 228 VAR73_VAR257 -0.159864 -0.001622 229 VAR74_VAR257 -0.472642 -0.001691 230 VAR75_VAR257 0.373131 -0.002065 231 VAR76_VAR257 0.003286 0.001037 232 VAR77_VAR257 0.305289 -0.000042932 233 VAR78_VAR257 -0.078012 0.000701 234 VAR79_VAR257 0.465555 0.000942 235 VAR8_VAR257 -0.561350 -0.003063 236 VAR80_VAR257 0.120082 -0.000435 237 VAR81_VAR257 0.109132 0.000094805 238 VAR82_VAR257 -0.171744 -0.000281 239 VAR83_VAR257 0.273974 -0.000013002 240 VAR84_VAR257 0.064963 0.001072 15:30 Tuesday, January 18, 2005 260 The NEURAL Procedure Optimization Results Paramètres estimés Fonction/ objective/ Nb Paramètre Estimation gradient/ 241 VAR85_VAR257 -0.269793 0.001068 242 VAR86_VAR257 0.463585 0.001460 243 VAR87_VAR257 0.125401 0.000502 244 VAR88_VAR257 0.063439 -0.001714 245 VAR89_VAR257 0.186948 -0.003739 246 VAR9_VAR257 0.236754 -0.002513 247 VAR90_VAR257 0.020094 -0.004035 248 VAR91_VAR257 -0.223939 -0.001932 249 VAR92_VAR257 -0.032419 0.001176 250 VAR93_VAR257 -0.151546 0.001116 251 VAR94_VAR257 0.396960 0.000741 252 VAR95_VAR257 -0.566815 0.000104 253 VAR96_VAR257 0.501788 -0.000229 254 VAR97_VAR257 0.645720 -0.000912 255 VAR98_VAR257 -0.071465 -0.000115 256 VAR99_VAR257 0.093564 0.000149 257 BIAS_VAR257 3.309512 0.001871 Value of Objective Function = 2.9464042385