PHP Classes

File: ep_results.txt

Recommend this page to a friend!
  Classes of Afshin Safarpour   Evolutionary Programming   ep_results.txt   Download  
File: ep_results.txt
Role: Sample output
Content type: text/plain
Description: ep_results
Class: Evolutionary Programming
Evolutionary programming algorithm implementation
Author: By
Last change:
Date: 14 years ago
Size: 28,853 bytes
 

Contents

Class file image Download
Population data after 10 births (generation 1) Local fitness : max = 578.186247831 , ave = 436.337248398 , min = 325.274911174 Indiv birthdate fitness gene value 1 1 578.186247831 -22.9823029271 2 2 276.048475327 15.0349085573 3 3 407.821565925 -18.9161720738 4 4 190.554597851 11.8555724388 5 5 926.8610635 -29.6118399209 6 6 281.113373004 -15.202413394 7 7 810.051402135 27.5690297641 8 8 76.6291198633 -5.16034106075 9 9 490.831727374 -20.9959931266 10 10 325.274911174 -16.591410765 -------------------------------------------------------------------------------- Population data after 20 births (generation 2) Local fitness : max = 994.701384887 , ave = 653.208330537 , min = 407.821565925 Indiv birthdate fitness gene value 1 15 994.701384887 -30.7359949389 2 5 926.8610635 -29.6118399209 3 7 810.051402135 27.5690297641 4 17 782.851525687 27.0712305905 5 11 602.829927559 -23.5123356466 6 1 578.186247831 -22.9823029271 7 19 520.381716731 -21.6882852418 8 9 490.831727374 -20.9959931266 9 13 417.566743738 -19.1720302456 10 3 407.821565925 -18.9161720738 -------------------------------------------------------------------------------- Population data after 30 births (generation 3) Local fitness : max = 1011.16218705 , ave = 829.108792679 , min = 594.340824998 Indiv birthdate fitness gene value 1 21 1011.16218705 -31.0026158097 2 15 994.701384887 -30.7359949389 3 22 968.209874469 -30.301978062 4 5 926.8610635 -29.6118399209 5 23 823.266819249 27.8076755456 6 7 810.051402135 27.5690297641 7 17 782.851525687 27.0712305905 8 24 776.81291726 26.9594680448 9 11 602.829927559 -23.5123356466 10 25 594.340824998 -23.331112811 -------------------------------------------------------------------------------- Population data after 40 births (generation 4) Local fitness : max = 1062.44328467 , ave = 944.673192572 , min = 810.051402135 Indiv birthdate fitness gene value 1 31 1062.44328467 -31.8189139455 2 21 1011.16218705 -31.0026158097 3 32 1001.54641436 -30.8471459678 4 15 994.701384887 -30.7359949389 5 22 968.209874469 -30.301978062 6 5 926.8610635 -29.6118399209 7 33 925.740151226 -29.5929071101 8 34 922.749344187 -29.5423313939 9 23 823.266819249 27.8076755456 10 7 810.051402135 27.5690297641 -------------------------------------------------------------------------------- Population data after 50 births (generation 5) Local fitness : max = 1062.44328467 , ave = 1010.61846522 , min = 968.209874469 Indiv birthdate fitness gene value 1 31 1062.44328467 -31.8189139455 2 42 1056.20531038 -31.7207394362 3 43 1051.12439405 -31.640549838 4 21 1011.16218705 -31.0026158097 5 32 1001.54641436 -30.8471459678 6 41 996.123836542 -30.7591260692 7 15 994.701384887 -30.7359949389 8 44 993.984715356 -30.7243342541 9 48 970.683250398 -30.3427627351 10 22 968.209874469 -30.301978062 -------------------------------------------------------------------------------- Population data after 60 births (generation 6) Local fitness : max = 1114.26726794 , ave = 1057.63780699 , min = 1011.16218705 Indiv birthdate fitness gene value 1 53 1114.26726794 -32.6231094155 2 54 1088.65814896 -32.228219761 3 52 1081.7807593 -32.1213442947 4 31 1062.44328467 -31.8189139455 5 42 1056.20531038 -31.7207394362 6 57 1054.93279658 -31.7006750177 7 43 1051.12439405 -31.640549838 8 56 1036.51438901 -31.4088266098 9 51 1019.289532 -31.1334150391 10 21 1011.16218705 -31.0026158097 -------------------------------------------------------------------------------- Population data after 70 births (generation 7) Local fitness : max = 1146.45035817 , ave = 1097.67477108 , min = 1062.44328467 Indiv birthdate fitness gene value 1 63 1146.45035817 -33.1126917988 2 61 1115.96362443 -32.6490983708 3 53 1114.26726794 -32.6231094155 4 65 1103.23917903 -32.4536466214 5 62 1100.65449946 -32.4138010647 6 54 1088.65814896 -32.228219761 7 70 1086.69337338 -32.1977231087 8 52 1081.7807593 -32.1213442947 9 66 1076.59721545 -32.0405557919 10 31 1062.44328467 -31.8189139455 -------------------------------------------------------------------------------- Population data after 80 births (generation 8) Local fitness : max = 1163.65552366 , ave = 1134.14747922 , min = 1105.63452243 Indiv birthdate fitness gene value 1 74 1163.65552366 -33.3714776966 2 77 1158.40782876 -33.2927594045 3 72 1155.50416647 -33.2491227924 4 63 1146.45035817 -33.1126917988 5 78 1146.17576978 -33.1085452682 6 75 1124.05972457 -32.7728504187 7 61 1115.96362443 -32.6490983708 8 53 1114.26726794 -32.6231094155 9 79 1111.35600605 -32.5784592338 10 71 1105.63452243 -32.4905297345 -------------------------------------------------------------------------------- Population data after 90 births (generation 9) Local fitness : max = 1186.76343534 , ave = 1159.24828914 , min = 1146.17576978 Indiv birthdate fitness gene value 1 90 1186.76343534 -33.7159225788 2 88 1175.47885155 -33.5481572005 3 74 1163.65552366 -33.3714776966 4 82 1162.94515048 -33.3608325807 5 77 1158.40782876 -33.2927594045 6 72 1155.50416647 -33.2491227924 7 83 1149.98787322 -33.166065085 8 85 1147.11393394 -33.1227102444 9 63 1146.45035817 -33.1126917988 10 78 1146.17576978 -33.1085452682 -------------------------------------------------------------------------------- Population data after 100 births (generation 10) Local fitness : max = 1215.05890562 , ave = 1175.17771756 , min = 1158.40782876 Indiv birthdate fitness gene value 1 91 1215.05890562 -34.1329592274 2 90 1186.76343534 -33.7159225788 3 96 1182.01762429 -33.6454695953 4 98 1180.61073732 -33.6245555707 5 88 1175.47885155 -33.5481572005 6 92 1166.03388313 -33.4070933056 7 74 1163.65552366 -33.3714776966 8 82 1162.94515048 -33.3608325807 9 99 1160.80523542 -33.3287448822 10 77 1158.40782876 -33.2927594045 -------------------------------------------------------------------------------- Population data after 110 births (generation 11) Local fitness : max = 1262.23788707 , ave = 1207.3445985 , min = 1173.93456072 Indiv birthdate fitness gene value 1 102 1262.23788707 -34.8172067672 2 105 1259.16582127 -34.7730617184 3 103 1235.39579784 -34.4295773694 4 91 1215.05890562 -34.1329592274 5 107 1202.78236399 -33.9526488508 6 90 1186.76343534 -33.7159225788 7 96 1182.01762429 -33.6454695953 8 98 1180.61073732 -33.6245555707 9 88 1175.47885155 -33.5481572005 10 109 1173.93456072 -33.5251332692 -------------------------------------------------------------------------------- Population data after 120 births (generation 12) Local fitness : max = 1292.97800545 , ave = 1251.37554948 , min = 1215.05890562 Indiv birthdate fitness gene value 1 113 1292.97800545 -35.2558932017 2 114 1283.20798185 -35.1170611221 3 102 1262.23788707 -34.8172067672 4 105 1259.16582127 -34.7730617184 5 119 1254.39278097 -34.704362564 6 111 1249.12746818 -34.6284199492 7 103 1235.39579784 -34.4295773694 8 116 1232.54398947 -34.3881373364 9 120 1229.64685704 -34.3459874955 10 91 1215.05890562 -34.1329592274 -------------------------------------------------------------------------------- Population data after 130 births (generation 13) Local fitness : max = 1336.92669185 , ave = 1274.24004725 , min = 1249.12746818 Indiv birthdate fitness gene value 1 123 1336.92669185 -35.8737604922 2 113 1292.97800545 -35.2558932017 3 114 1283.20798185 -35.1170611221 4 126 1273.31870092 -34.9759731948 5 121 1271.10424319 -34.9443020132 6 102 1262.23788707 -34.8172067672 7 125 1259.94089176 -34.7842046303 8 105 1259.16582127 -34.7730617184 9 119 1254.39278097 -34.704362564 10 111 1249.12746818 -34.6284199492 -------------------------------------------------------------------------------- Population data after 140 births (generation 14) Local fitness : max = 1372.42258162 , ave = 1307.01789402 , min = 1273.31870092 Indiv birthdate fitness gene value 1 132 1372.42258162 -36.3651286485 2 123 1336.92669185 -35.8737604922 3 138 1325.54436235 -35.7147639269 4 139 1305.59443915 -35.4343680506 5 131 1297.0131217 -35.3130729575 6 135 1296.5813613 -35.3069591058 7 113 1292.97800545 -35.2558932017 8 137 1286.59169399 -35.1652057294 9 114 1283.20798185 -35.1170611221 10 126 1273.31870092 -34.9759731948 -------------------------------------------------------------------------------- Population data after 150 births (generation 15) Local fitness : max = 1426.91438204 , ave = 1346.82802268 , min = 1297.0131217 Indiv birthdate fitness gene value 1 141 1426.91438204 -37.106796979 2 144 1394.67330278 -36.6697873294 3 132 1372.42258162 -36.3651286485 4 146 1345.77679791 -35.9968998375 5 123 1336.92669185 -35.8737604922 6 143 1335.76680603 -35.8575906334 7 142 1327.64774133 -35.7441987087 8 138 1325.54436235 -35.7147639269 9 139 1305.59443915 -35.4343680506 10 131 1297.0131217 -35.3130729575 -------------------------------------------------------------------------------- Population data after 160 births (generation 16) Local fitness : max = 1478.50317345 , ave = 1388.58387832 , min = 1332.47406378 Indiv birthdate fitness gene value 1 151 1478.50317345 -37.7955443598 2 152 1447.05105039 -37.3771460975 3 141 1426.91438204 -37.106796979 4 154 1415.32993335 -36.9503712207 5 144 1394.67330278 -36.6697873294 6 132 1372.42258162 -36.3651286485 7 146 1345.77679791 -35.9968998375 8 123 1336.92669185 -35.8737604922 9 143 1335.76680603 -35.8575906334 10 155 1332.47406378 -35.8116470408 -------------------------------------------------------------------------------- Population data after 170 births (generation 17) Local fitness : max = 1515.62187028 , ave = 1435.99927038 , min = 1398.73470725 Indiv birthdate fitness gene value 1 161 1515.62187028 -38.2834412021 2 151 1478.50317345 -37.7955443598 3 166 1447.94160519 -37.3890572921 4 152 1447.05105039 -37.3771460975 5 141 1426.91438204 -37.106796979 6 170 1421.54968549 -37.0344391815 7 154 1415.32993335 -36.9503712207 8 162 1407.14495237 -36.8394483179 9 164 1401.20134403 -36.7586907279 10 163 1398.73470725 -36.7251236519 -------------------------------------------------------------------------------- Population data after 180 births (generation 18) Local fitness : max = 1593.95516232 , ave = 1475.1130908 , min = 1426.91438204 Indiv birthdate fitness gene value 1 171 1593.95516232 -39.2931948602 2 161 1515.62187028 -38.2834412021 3 174 1496.57403552 -38.0338538084 4 151 1478.50317345 -37.7955443598 5 177 1450.38186029 -37.4216763426 6 180 1449.06287229 -37.4040488756 7 166 1447.94160519 -37.3890572921 8 152 1447.05105039 -37.3771460975 9 173 1445.12489625 -37.3513707412 10 141 1426.91438204 -37.106796979 -------------------------------------------------------------------------------- Population data after 190 births (generation 19) Local fitness : max = 1668.77619348 , ave = 1528.65848546 , min = 1485.09785747 Indiv birthdate fitness gene value 1 181 1668.77619348 -40.234017864 2 171 1593.95516232 -39.2931948602 3 189 1528.64490724 -38.4531521106 4 161 1515.62187028 -38.2834412021 5 185 1511.78199809 -38.2332577488 6 183 1508.93900557 -38.1960600792 7 174 1496.57403552 -38.0338538084 8 190 1490.6296473 -37.955627347 9 182 1486.56417734 -37.9020339473 10 188 1485.09785747 -37.8826854575 -------------------------------------------------------------------------------- Population data after 200 births (generation 20) Local fitness : max = 1686.76117974 , ave = 1584.12735422 , min = 1521.15737516 Indiv birthdate fitness gene value 1 192 1686.76117974 -40.4569052171 2 181 1668.77619348 -40.234017864 3 193 1617.16052575 -39.5873783642 4 171 1593.95516232 -39.2931948602 5 191 1586.23679976 -39.1948568024 6 197 1583.66902556 -39.1620865833 7 196 1532.9961906 -38.5096895676 8 189 1528.64490724 -38.4531521106 9 199 1521.91618262 -38.3655598502 10 200 1521.15737516 -38.3556694004 -------------------------------------------------------------------------------- Population data after 210 births (generation 21) Local fitness : max = 1740.82875698 , ave = 1643.1499899 , min = 1583.66902556 Indiv birthdate fitness gene value 1 202 1740.82875698 -41.1196881916 2 201 1738.41926711 -41.0903792524 3 192 1686.76117974 -40.4569052171 4 181 1668.77619348 -40.234017864 5 193 1617.16052575 -39.5873783642 6 205 1615.01814155 -39.5603101801 7 210 1600.67484676 -39.3786089998 8 171 1593.95516232 -39.2931948602 9 191 1586.23679976 -39.1948568024 10 197 1583.66902556 -39.1620865833 -------------------------------------------------------------------------------- Population data after 220 births (generation 22) Local fitness : max = 1774.55526039 , ave = 1684.33881815 , min = 1615.01814155 Indiv birthdate fitness gene value 1 212 1774.55526039 -41.5277649337 2 202 1740.82875698 -41.1196881916 3 201 1738.41926711 -41.0903792524 4 192 1686.76117974 -40.4569052171 5 213 1685.382286 -40.4398601134 6 214 1672.17806429 -40.2762717278 7 181 1668.77619348 -40.234017864 8 211 1644.30850619 -39.9287929468 9 193 1617.16052575 -39.5873783642 10 205 1615.01814155 -39.5603101801 -------------------------------------------------------------------------------- Population data after 230 births (generation 23) Local fitness : max = 1827.75047699 , ave = 1750.75340076 , min = 1685.382286 Indiv birthdate fitness gene value 1 222 1827.75047699 -42.1633783868 2 221 1814.44660363 -42.0053163735 3 212 1774.55526039 -41.5277649337 4 224 1749.0722937 -41.2198046296 5 226 1748.61098315 -41.2142085106 6 227 1741.70689991 -41.1303646946 7 202 1740.82875698 -41.1196881916 8 201 1738.41926711 -41.0903792524 9 192 1686.76117974 -40.4569052171 10 213 1685.382286 -40.4398601134 -------------------------------------------------------------------------------- Population data after 240 births (generation 24) Local fitness : max = 1838.97553221 , ave = 1792.97013212 , min = 1741.70689991 Indiv birthdate fitness gene value 1 237 1838.97553221 -42.2962827233 2 233 1837.4535698 -42.2782872145 3 222 1827.75047699 -42.1633783868 4 235 1816.50511047 -42.0298121632 5 221 1814.44660363 -42.0053163735 6 232 1780.62459096 -41.6007763265 7 212 1774.55526039 -41.5277649337 8 224 1749.0722937 -41.2198046296 9 226 1748.61098315 -41.2142085106 10 227 1741.70689991 -41.1303646946 -------------------------------------------------------------------------------- Population data after 250 births (generation 25) Local fitness : max = 1838.97553221 , ave = 1821.11466359 , min = 1802.95012736 Indiv birthdate fitness gene value 1 237 1838.97553221 -42.2962827233 2 233 1837.4535698 -42.2782872145 3 222 1827.75047699 -42.1633783868 4 244 1827.46926235 -42.1600434339 5 242 1820.54024679 -42.0777880454 6 249 1820.27845205 -42.0746770879 7 235 1816.50511047 -42.0298121632 8 221 1814.44660363 -42.0053163735 9 246 1804.77725425 -41.8900615212 10 241 1802.95012736 -41.8682472449 -------------------------------------------------------------------------------- Population data after 260 births (generation 26) Local fitness : max = 1908.41683168 , ave = 1852.81698209 , min = 1820.27845205 Indiv birthdate fitness gene value 1 254 1908.41683168 -43.1093589802 2 252 1901.27446603 -43.0264391512 3 251 1886.79270872 -42.8578196916 4 259 1859.2182743 -42.5349065393 5 237 1838.97553221 -42.2962827233 6 233 1837.4535698 -42.2782872145 7 222 1827.75047699 -42.1633783868 8 244 1827.46926235 -42.1600434339 9 242 1820.54024679 -42.0777880454 10 249 1820.27845205 -42.0746770879 -------------------------------------------------------------------------------- Population data after 270 births (generation 27) Local fitness : max = 1962.08882427 , ave = 1912.25955924 , min = 1864.29240473 Indiv birthdate fitness gene value 1 264 1962.08882427 -43.7274378883 2 262 1943.5785634 -43.5152681641 3 265 1924.25300993 -43.2926438316 4 270 1921.76289584 -43.2638751829 5 267 1913.6757064 -43.1703104738 6 254 1908.41683168 -43.1093589802 7 252 1901.27446603 -43.0264391512 8 263 1896.46018137 -42.9704570766 9 251 1886.79270872 -42.8578196916 10 261 1864.29240473 -42.5945114391 -------------------------------------------------------------------------------- Population data after 280 births (generation 28) Local fitness : max = 1962.08882427 , ave = 1922.32812122 , min = 1896.46018137 Indiv birthdate fitness gene value 1 264 1962.08882427 -43.7274378883 2 262 1943.5785634 -43.5152681641 3 279 1941.11867393 -43.4869943078 4 265 1924.25300993 -43.2926438316 5 270 1921.76289584 -43.2638751829 6 267 1913.6757064 -43.1703104738 7 271 1910.65205938 -43.1352762756 8 254 1908.41683168 -43.1093589802 9 252 1901.27446603 -43.0264391512 10 263 1896.46018137 -42.9704570766 -------------------------------------------------------------------------------- Population data after 290 births (generation 29) Local fitness : max = 2031.39179348 , ave = 1964.56491105 , min = 1924.25300993 Indiv birthdate fitness gene value 1 283 2031.39179348 -44.5128272915 2 281 2001.33159761 -44.1738791324 3 285 1992.73139894 -44.0764267941 4 284 1989.97330226 -44.0451280196 5 264 1962.08882427 -43.7274378883 6 262 1943.5785634 -43.5152681641 7 279 1941.11867393 -43.4869943078 8 290 1932.00819011 -43.3821183221 9 282 1927.17375658 -43.3263632974 10 265 1924.25300993 -43.2926438316 -------------------------------------------------------------------------------- Population data after 300 births (generation 30) Local fitness : max = 2097.08373924 , ave = 1994.0499572 , min = 1943.5785634 Indiv birthdate fitness gene value 1 292 2097.08373924 -45.2447095166 2 283 2031.39179348 -44.5128272915 3 281 2001.33159761 -44.1738791324 4 285 1992.73139894 -44.0764267941 5 284 1989.97330226 -44.0451280196 6 300 1983.26141649 -43.9688687196 7 295 1980.49639294 -43.9374144999 8 264 1962.08882427 -43.7274378883 9 293 1958.56254339 -43.6870981343 10 262 1943.5785634 -43.5152681641 --------------------------------------------------------------------------------