Использование нечеткой искусственной нейронной сети TSK (Takagi, Sugeno, Kang’a) в задаче прогнозирования валютных курсов

41.2236 40.8666 0.3570 41.0142 0.2094

41.4513 41.2305 0.2208 40.8925 0.5588

42.0165 41.4584 0.5581 41.2081 0.8084

42.1909 42.0138 0.1771 41.4480 0.7429

42.6292 42.1808 0.4484 42.0072 0.6220

42.4255 42.6135 -0.1880 42.1803 0.2452

41.4562 42.4102 -0.9540 42.6100 -1.1538

41.4434 41.4360 0.0074 42.4119 -0.9685

40.9411 41.4384 -0.4973 41.4420 -0.5009

41.3536 40.96

66 0.3870 41.4686 -0.1150

41.9616 41.3734 0.5882 40.9441 1.0175

41.3911 41.9788 -0.5877 41.3622 0.0289

41.3715 41.3880 -0.0165 41.9831 -0.6116

41.7792 41.3472 0.4320 41.3666 0.4126

41.4223 41.7845 -0.3622 41.3910 0.0313

41.8186 41.4322 0.3864 41.7837 0.0349

42.1383 41.8102 0.3281 41.3935 0.7448

42.9310 42.1423 0.7887 41.8342 1.0968

42.5269 42.9327 -0.4058 42.1386 0.3883

41.8578 42.5107 -0.6529 42.9045 -1.0467

42.2638 41.8272 0.4366 42.5155 -0.2517

42.0873 42.2602 -0.1729 41.8481 0.2392

42.1940 42.1116 0.0824 42.2846 -0.0906

42.3020 42.1965 0.1055 42.0656 0.2364

42.8300 42.2997 0.5303 42.1959 0.6341

43.0441 42.8338 0.2103 42.3219 0.7222

42.6163 43.0416 -0.4253 42.8145 -0.1982

42.4914 42.5989 -0.1075 43.0353 -0.5439

46.2943 42.4746 3.8197 42.6015 3.6928

46.4972 46.3223 0.1749 42.4999 3.9973

45.8160 46.5169 -0.7009 46.2929 -0.4769

46.3577 45.7187 0.6390 46.4018 -0.0441

47.0897 46.2833 0.8064 45.7617 1.3280

48.2953 47.1083 1.1870 46.4058 1.8895

48.5335 48.3025 0.2310 46.9973 1.5362

46.9854 48.5085 -1.5231 48.2592 -1.2738

44.8580 46.9330 -2.0750 48.5152 -3.6572

45.4563 44.8145 0.6418 46.9543 -1.4980

44.9971 45.4903 -0.4932 44.8829 0.1142

45.1380 45.0784 0.0596 45.5026 -0.3646

46.8240 45.1625 1.6615 44.9972 1.8268

47.3852 46.8342 0.5510 45.1588 2.2264

49.0234 47.3966 1.6268 46.8844 2.1390

50.3631 48.9884 1.3747 47.3254 3.0377

50.3281 47.3584

48.9875

50.2706

RUR_CHF

35.8669 35.8636 0.0033 36.0642 -0.1973

35.8298 35.8672 -0.0374 35.8623 -0.0325

35.8490 35.8316 0.0174 35.8673 -0.0183

35.9832 35.8508 0.1324 35.8318 0.1514

35.9891 35.9818 0.0073 35.8482 0.1409

36.0714 35.9893 0.0821 35.9838 0.0876

36.1033 36.0697 0.0336 35.9888 0.1145

36.1398 36.1016 0.0382 36.0701 0.0697

36.1688 36.1389 0.0299 36.1038 0.0650

36.2900 36.1675 0.1225 36.1388 0.1512

36.3225 36.2881 0.0344 36.1688 0.1537

36.2731 36.3216 -0.0485 36.2897 -0.0166

36.3059 36.2728 0.0331 36.3223 -0.0164

36.0980 36.3042 -0.2062 36.2719 -0.1739

36.0259 36.1003 -0.0744 36.3060 -0.2801

35.8585 36.0271 -0.1686 36.0986 -0.2401

35.9316 35.8611 0.0705 36.0253 -0.0937

35.8317 35.9332 -0.1015 35.8609 -0.0292

35.9006 35.8343 0.0663 35.9315 -0.0309

35.9732 35.9011 0.0721 35.8334 0.1398

36.0309 35.9721 0.0588 35.8992 0.1317

36.0663 36.0309 0.0354 35.9747 0.0916

36.0992 36.0649 0.0343 36.0297 0.0695

36.1036 36.0978 0.0058 36.0659 0.0377

36.1399 36.1028 0.0371 36.0988 0.0411

36.2248 36.1390 0.0858 36.1034 0.1214

36.1921 36.2235 -0.0314 36.1396 0.0525

36.3893 36.1923 0.1970 36.2249 0.1644

36.4054 36.3863 0.0191 36.1917 0.2137

36.5099 36.4045 0.1054 36.3885 0.1214

36.5125 36.5081 0.0044 36.4061 0.1064

36.5169 36.5104 0.0065 36.5076 0.0093

36.4918 36.5162 -0.0244 36.5132 -0.0214

36.6204 36.4910 0.1294 36.5157 0.1047

36.6921 36.6189 0.0732 36.4922 0.1999

36.6446 36.6913 -0.0467 36.6203 0.0243

36.6538 36.6448 0.0090 36.6924 -0.0386

36.8701 36.6521 0.2180 36.6431 0.2270

36.8995 36.8671 0.0324 36.6535 0.2460

37.1123 36.8996 0.2127 36.8708 0.2415

37.0825 37.1088 -0.0263 36.8992 0.1833

37.0216 37.0805 -0.0589 37.1100 -0.0884

36.8739 37.0211 -0.1472 37.0831 -0.2092

36.7526 36.8737 -0.1211 37.0193 -0.2667

36.6632 36.7546 -0.0914 36.8750 -0.2118

36.8527 36.6655 0.1872 36.7530 0.0997

36.9103 36.8525 0.0578 36.6646 0.2457

37.0794 36.9112 0.1682 36.8535 0.2259

37.0676 37.0775 -0.0099 36.9109 0.1567

37.0873 37.0656 0.0217 37.0771 0.0102

36.9851 37.0857 -0.1006 37.0678 -0.0827

36.8693 36.9847 -0.1154 37.0856 -0.2163

36.9414 36.8707 0.0707 36.9859 -0.0445

36.9760 36.9408 0.0352 36.8689 0.1071

36.9714 36.9771 -0.0057 36.9426 0.0288

37.0433 36.9723 0.0710 36.9768 0.0665

37.0295 37.0416 -0.0121 36.9702 0.0593

37.1299 37.0293 0.1006 37.0433 0.0866

37.1070 37.1285 -0.0215 37.0296 0.0774

37.0603 37.1066 -0.0463 37.1291 -0.0688

37.1291 37.0605 0.0686 37.1075 0.0216

37.1396 37.1274 0.0122 37.0591 0.0805

37.2336 37.1399 0.0937 37.1297 0.1039

37.2348 37.2327 0.0021 37.1400 0.0948

37.1137 37.2340 -0.1203 37.2327 -0.1190

37.1598 37.1146 0.0452 37.2350 -0.0752

37.2606 37.1583 0.1023 37.1127 0.1479

37.1463 37.2599 -0.1136 37.1601 -0.0138

36.9422 37.1486 -0.2064 37.2619 -0.3197

36.9469 36.9437 0.0032 37.1453 -0.1984

36.8895 36.9464 -0.0569 36.9414 -0.0519

36.8959 36.8922 0.0037 36.9485 -0.0526

36.7666 36.8978 -0.1312 36.8912 -0.1246

36.7701 36.7683 0.0018 36.8951 -0.1250

36.7757 36.7706 0.0051 36.7674 0.0083

36.6035 36.7761 -0.1726 36.7698 -0.1663

36.6715 36.6068 0.0647 36.7772 -0.1057

36.8346 36.6707 0.1639 36.6029 0.2317

36.8730 36.8334 0.0396 36.6715 0.2015

37.0339 36.8739 0.1600 36.8365 0.1974

36.9053 37.0306 -0.1253 36.8716 0.0337

36.9474 36.9050 0.0424 37.0325 -0.0851

36.9705 36.9458 0.0247 36.9055 0.0650

37.0731 36.9692 0.1039 36.9457 0.1274

37.2238 37.0730 0.1508 36.9725 0.2513

37.0932 37.2215 -0.1283 37.0720 0.0212

37.1357 37.0940 0.0417 37.2238 -0.0881

37.1239 37.1335 -0.0096 37.0922 0.0317

37.0987 37.1231 -0.0244 37.1344 -0.0357

36.8904 37.1001 -0.2097 37.1258 -0.2354

36.7827 36.8925 -0.1098 37.0976 -0.3149

36.8701 36.7842 0.0859 36.8908 -0.0207

36.8699 36.8703 -0.0004 36.7829 0.0870

36.7382 36.8724 -0.1342 36.8722 -0.1340

36.7699 36.7404 0.0295 36.8703 -0.1004

36.9233 36.7687 0.1546 36.7370 0.1863

37.1420 36.9221 0.2199 36.7703 0.3717

36.8070 37.1406 -0.3336 36.9247 -0.1177

36.6841 36.8099 -0.1258 37.1412 -0.4571

36.5681 36.6831 -0.1150 36.8056 -0.2375

36.6943 36.5688 0.1255 36.6823 0.0120

36.6827 36.6967 -0.0140 36.5725 0.1102

36.7325 36.6846 0.0479 36.6941 0.0384

36.7003 36.7325 -0.0322 36.6837 0.0166

36.7427 36.6995 0.0432 36.7308 0.0119

36.7138 36.7421 -0.0283 36.7010 0.0128

36.7203 36.7138 0.0065 36.7420 -0.0217

36.8276 36.7204 0.1072 36.7144 0.1132

36.9077 36.8261 0.0816 36.7197 0.1880

36.9710 36.9070 0.0640 36.8281 0.1429

36.9823 36.9697 0.0126 36.9075 0.0748

37.0561 36.9807 0.0754 36.9699 0.0862

37.1069 37.0542 0.0527 36.9819 0.1250

36.9381 37.1056 -0.1675 37.0557 -0.1176

36.8823 36.9396 -0.0573 37.1070 -0.2247

36.7822 36.8820 -0.0998 36.9373 -0.1551

36.8747 36.7836 0.0911 36.8820 -0.0073

36.8774 36.8756 0.0018 36.7842 0.0932

36.9009 36.8784 0.0225 36.8746 0.0263

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