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  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: 6 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
--------------------------------------------------------------------------------