galog.txt

简单的遗传算法与模式搜索算法结合

 generation  best  average  standard 
 number      value fitness  deviation 

    1,      166.330839330, 110.841554414, 39.841139683 
    2,      166.330839330, 122.543587987, 24.387875102 
    3,      166.330839330, 126.489434045, 20.084094273 
    4,      166.330839330, 132.113036339, 21.404931486 
    5,      166.330839330, 133.541931819, 16.223570869 
    6,      166.330839330, 143.364569368, 16.296765757 
    7,      166.330839330, 146.794787856, 14.854898556 
    8,      166.330839330, 147.105772371, 12.199074860 
    9,      166.330839330, 150.766413480, 12.410262494 
   10,      166.330839330, 148.504796076, 13.161694990 
   11,      166.330839330, 150.235744300, 13.058938191 
   12,      166.330839330, 153.508078658, 13.964522469 
   13,      166.330839330, 154.933317282, 14.966466157 
   14,      166.330839330, 154.510363436, 14.088335254 
   15,      166.330839330, 150.982096983, 15.111370899 
   16,      166.330839330, 153.814884993, 14.829086967 
   17,      166.330839330, 155.579018220, 14.048672996 
   18,      166.330839330, 153.474893655, 13.861580237 
   19,      166.330839330, 153.458301153, 13.970400917 
   20,      166.330839330, 156.680858007, 14.052030594 
   21,      166.330839330, 158.089504129, 14.777124849 
   22,      166.330839330, 158.072911628, 14.683871546 
   23,      166.330839330, 159.141566412, 14.540117061 
   24,      166.330839330, 162.669832865, 10.928929920 
   25,      166.330839330, 160.839329632, 12.936324582 
   26,      166.330839330, 162.653240363, 10.923329651 
   27,      166.330839330, 164.417373590, 7.934095710 
   28,      166.330839330, 164.417373590, 7.856041971 
   29,      166.330839330, 166.148321813, 0.169382157 
   30,      166.330839330, 166.098544309, 0.156023389 
   31,      166.330839330, 166.081951807, 0.147428245 
   32,      166.330839330, 166.065359306, 0.136188379 
   33,      166.330839330, 165.998989300, -1.#IND00000 
   34,      166.330839330, 166.015581802, 0.074203922 
   35,      166.330839330, 165.998989300, -1.#IND00000 
   36,      166.330839330, 166.015581802, 0.074203922 
   37,      166.330839330, 166.015581802, 0.074203922 
   38,      166.330839330, 166.015581802, 0.074203922 
   39,      166.330839330, 165.998989300, -1.#IND00000 
   40,      166.330839330, 166.015581802, 0.074203922 
   41,      166.330839330, 166.015581802, 0.074203922 
   42,      166.330839330, 165.998989300, -1.#IND00000 
   43,      166.330839330, 166.015581802, 0.074203922 
   44,      166.330839330, 166.015581802, 0.074203922 
   45,      166.330839330, 166.015581802, 0.074203922 
   46,      166.330839330, 166.032174303, 0.102141284 
   47,      166.330839330, 166.048766805, 0.121572445 
   48,      166.330839330, 166.015581802, 0.074203922 
   49,      166.330839330, 165.998989300, -1.#IND00000 
   50,      166.330839330, 166.015581802, 0.074203922 
   51,      166.330839330, 166.015581802, 0.074203922 
   52,      166.330839330, 166.015581802, 0.074203922 
   53,      166.330839330, 166.032174303, 0.102141284 
   54,      166.330839330, 166.065359306, 0.136188379 
   55,      166.330839330, 166.131729312, 0.166796018 
   56,      166.330839330, 166.098544309, 0.156023389 
   57,      166.330839330, 166.048766805, 0.121572445 
   58,      166.330839330, 166.032174303, 0.102141284 
   59,      166.330839330, 165.998989300, -1.#IND00000 
   60,      166.330839330, 166.015581802, 0.074203922 
   61,      166.330839330, 166.032174303, 0.102141284 
   62,      166.330839330, 166.032174303, 0.102141284 
   63,      166.330839330, 166.032174303, 0.102141284 
   64,      166.330839330, 166.015581802, 0.074203922 
   65,      166.330839330, 165.998989300, -1.#IND00000 
   66,      166.330839330, 165.998989300, -1.#IND00000 
   67,      166.330839330, 166.015581802, 0.074203922 
   68,      166.330839330, 165.998989300, -1.#IND00000 
   69,      166.330839330, 165.998989300, -1.#IND00000 
   70,      166.330839330, 166.015581802, 0.074203922 
   71,      166.330839330, 166.015581802, 0.074203922 
   72,      166.330839330, 166.015581802, 0.074203922 
   73,      166.330839330, 166.065359306, 0.136188379 
   74,      166.330839330, 165.246280428, 2.489935927 
   75,      166.330839330, 165.229687926, 2.483425413 
   76,      166.330839330, 165.664116118, 1.815084967 
   77,      166.330839330, 165.713893622, 1.828771787 
   78,      166.330839330, 166.131729312, 0.166796018 
   79,      166.330839330, 166.164914315, 0.170235473 
   80,      166.330839330, 166.164914315, 0.170235473 
   81,      166.330839330, 166.148321813, 0.169382157 
   82,      166.330839330, 166.081951808, 0.147428245 
   83,      166.330839330, 166.081951808, 0.147428245 
   84,      166.330839330, 166.131729312, 0.166796018 
   85,      166.330839330, 166.131729312, 0.166796018 
   86,      166.330839330, 166.164914315, 0.170235473 
   87,      166.330839330, 166.115136811, 0.162394292 
   88,      166.330839330, 166.081951808, 0.147428245 
   89,      166.330839330, 166.081951808, 0.147428245 
   90,      166.330839330, 166.131729312, 0.166796018 
   91,      166.330839330, 166.131729312, 0.166796018 
   92,      166.330839330, 166.131729312, 0.166796018 
   93,      166.330839330, 166.081951808, 0.147428245 
   94,      166.330839330, 166.081951808, 0.147428245 
   95,      166.330839330, 166.081951807, 0.147428245 
   96,      166.330839330, 166.065359306, 0.136188379 
   97,      166.330839330, 166.065359306, 0.136188379 
   98,      166.330839330, 166.048766805, 0.121572445 
   99,      166.330839330, 166.015581802, 0.074203922 
  100,      166.330839330, 166.015581802, 0.074203922 
  101,      166.330839330, 166.015581802, 0.074203922 
  102,      166.330839330, 166.015581802, 0.074203922 
  103,      166.330839330, 166.032174303, 0.102141284 
  104,      166.330839330, 165.998989300, -1.#IND00000 
  105,      166.330839330, 166.048766805, 0.121572445 
  106,      166.330839330, 165.998989300, -1.#IND00000 
  107,      166.330839330, 166.032174303, 0.102141284 
  108,      166.330839330, 166.032174303, 0.102141284 
  109,      166.330839330, 166.065359306, 0.136188379 
  110,      166.330839330, 166.065359306, 0.136188379 
  111,      166.330839330, 166.032174303, 0.102141284 
  112,      166.330839330, 166.015581802, 0.074203922 
  113,      166.330839330, 165.998989300, -1.#IND00000 
  114,      166.330839330, 165.998989300, -1.#IND00000 
  115,      166.330839330, 166.098544309, 0.156023389 
  116,      166.330839330, 166.032174303, 0.102141284 
  117,      166.330839330, 165.998989300, -1.#IND00000 
  118,      166.330839330, 165.998989300, -1.#IND00000 
  119,      166.330839330, 166.048766805, 0.121572445 
  120,      166.330839330, 166.032174303, 0.102141284 
  121,      166.330839330, 165.998989300, -1.#IND00000 
  122,      166.330839330, 166.032174303, 0.102141284 
  123,      166.330839330, 166.032174303, 0.102141284 
  124,      166.330839330, 166.048766805, 0.121572445 
  125,      166.330839330, 166.048766805, 0.121572445 
  126,      166.330839330, 166.048766805, 0.121572445 
  127,      166.330839330, 166.065359306, 0.136188379 
  128,      166.330839330, 166.048766805, 0.121572445 
  129,      166.330839330, 166.065359306, 0.136188379 
  130,      166.330839330, 166.048766805, 0.121572445 
  131,      166.330839330, 166.032174303, 0.102141284 
  132,      166.330839330, 166.032174303, 0.102141284 
  133,      166.330839330, 166.032174303, 0.102141284 
  134,      166.330839330, 166.015581802, 0.074203922 
  135,      166.330839330, 166.048766805, 0.121572445 
  136,      166.330839330, 166.098544309, 0.156023389 
  137,      166.330839330, 166.131729312, 0.166796018 
  138,      166.330839330, 166.115136811, 0.162394292 
  139,      166.330839330, 166.081951808, 0.147428245 
  140,      166.330839330, 166.048766805, 0.121572445 
  141,      166.330839330, 166.048766804, 0.121572445 
  142,      166.330839330, 166.065359306, 0.136188379 
  143,      166.330839330, 166.048766805, 0.121572445 
  144,      166.330839330, 166.032174303, 0.102141284 
  145,      166.330839330, 166.048766805, 0.121572445 
  146,      166.330839330, 166.048766805, 0.121572445 
  147,      166.330839330, 166.032174303, 0.102141284 
  148,      166.330839330, 166.015581802, 0.074203922 
  149,      166.330839330, 166.015581802, 0.074203922 
  150,      166.330839330, 165.998989300, -1.#IND00000 
  151,      166.330839330, 165.998989300, -1.#IND00000 
  152,      166.330839330, 166.048766805, 0.121572445 
  153,      166.330839330, 166.032174303, 0.102141284 
  154,      166.330839330, 166.015581802, 0.074203922 
  155,      166.330839330, 166.015581802, 0.074203922 
  156,      166.330839330, 166.015581802, 0.074203922 
  157,      166.330839330, 166.032174303, 0.102141284 
  158,      166.330839330, 166.015581802, 0.074203922 
  159,      166.330839330, 166.015581802, 0.074203922 
  160,      166.330839330, 165.998989300, -1.#IND00000 
  161,      166.330839330, 165.998989300, -1.#IND00000 
  162,      166.330839330, 165.998989300, -1.#IND00000 
  163,      166.330839330, 166.032174303, 0.102141284 
  164,      166.330839330, 166.032174303, 0.102141284 
  165,      166.330839330, 166.048766805, 0.121572445 
  166,      166.330839330, 166.032174303, 0.102141284 
  167,      166.330839330, 166.015581802, 0.074203922 
  168,      166.330839330, 166.032174303, 0.102141284 
  169,      166.330839330, 165.998989300, -1.#IND00000 
  170,      166.330839330, 166.015581802, 0.074203922 
  171,      166.330839330, 166.015581802, 0.074203922 
  172,      166.330839330, 165.998989300, -1.#IND00000 
  173,      166.330839330, 166.065359306, 0.136188379 
  174,      166.330839330, 166.131729312, 0.166796018 
  175,      166.330839330, 166.098544309, 0.156023389 
  176,      166.330839330, 166.115136811, 0.162394292 
  177,      166.330839330, 166.148321813, 0.169382157 
  178,      166.330839330, 166.214691819, 0.162394292 
  179,      166.330839330, 166.264469324, 0.136188379 
  180,      166.330839330, 166.281061825, 0.121572445 
  181,      166.330839330, 166.264469324, 0.136188379 
  182,      166.330839330, 166.247876822, 0.147428245 
  183,      166.330839330, 166.181506816, 0.169382157 
  184,      166.330839330, 166.181506816, 0.169382157 
  185,      166.330839330, 166.164914315, 0.170235473 
  186,      166.330839330, 166.181506816, 0.169382157 
  187,      166.330839330, 166.198099318, 0.166796018 
  188,      166.330839330, 164.901915184, 4.004016967 
  189,      166.330839330, 164.228934365, 4.754696592 
  190,      166.330839330, 164.179156861, 4.733038236 
  191,      166.330839330, 165.458748493, 2.888807972 
  192,      166.330839330, 165.458748493, 2.888807972 
  193,      166.330839330, 165.425563490, 2.880055089 
  194,      166.330839330, 164.802360175, 3.969509753 
  195,      166.330839330, 163.489583540, 5.278207061 
  196,      166.330839330, 162.866380226, 5.725534119 
  197,      166.330839330, 162.243176911, 6.073414608 
  198,      166.330839330, 164.179156861, 4.733038236 
  199,      166.330839330, 164.818952677, 3.975464004 
  200,      166.330839330, 164.179156861, 4.733038236 
  201,      166.330839330, 163.522768544, 5.295773565 
  202,      166.330839330, 161.255698066, 8.736739075 
  203,      166.330839330, 160.632494752, 8.849972175 
  204,      166.330839330, 162.601659704, 8.405481919 
  205,      166.330839330, 163.881251336, 7.726371252 
  206,      166.330839330, 166.281061825, 0.121572445 
  207,      166.330839330, 166.264469324, 0.136188379 
  208,      166.330839330, 166.281061825, 0.121572445 
  209,      166.330839330, 166.297654327, 0.102141284 
  210,      166.330839330, 166.297654327, 0.102141284 
  211,      166.330839330, 166.264469324, 0.136188379 
  212,      166.330839330, 166.264469324, 0.136188379 
  213,      166.330839330, 166.281061825, 0.121572445 
  214,      166.330839330, 166.330839330, 0.000002475 
  215,      166.330839330, 166.330839330, 0.000002475 
  216,      166.330839330, 166.330839330, 0.000002475 
  217,      166.330839330, 166.330839330, 0.000002475 
  218,      166.330839330, 166.330839330, 0.000002475 
  219,      166.330839330, 166.330839330, 0.000002475 
  220,      166.330839330, 166.330839330, 0.000002475 
  221,      166.330839330, 166.330839330, 0.000002475 
  222,      166.330839330, 166.330839330, 0.000002475 
  223,      166.330839330, 166.330839330, 0.000002475 
  224,      166.330839330, 166.118908898, 0.947781705 
  225,      166.330839330, 166.118908898, 0.947781705 
  226,      166.330839330, 165.906978466, 1.304616212 
  227,      166.330839330, 166.118908898, 0.947781705 
  228,      166.330839330, 166.330839330, 0.000002475 
  229,      166.330839330, 166.330839330, 0.000002475 
  230,      166.330839330, 166.330839330, 0.000002475 
  231,      166.330839330, 166.330839330, 0.000002475 
  232,      166.330839330, 166.330839330, 0.000002475 
  233,      166.330839330, 166.330839330, 0.000002475 
  234,      166.330839330, 166.330839330, 0.000002475 
  235,      166.330839330, 166.330839330, 0.000002475 
  236,      166.330839330, 166.330839330, 0.000002475 
  237,      166.330839330, 166.330839330, 0.000002475 
  238,      166.330839330, 166.330839330, 0.000002475 
  239,      166.330839330, 166.330839330, 0.000002475 
  240,      166.330839330, 166.330839330, 0.000002475 
  241,      166.330839330, 166.330839330, 0.000002475 
  242,      166.330839330, 166.330839330, 0.000002475 
  243,      166.330839330, 166.330839330, 0.000002475 
  244,      166.330839330, 166.330839330, 0.000002475 
  245,      166.330839330, 166.330839330, 0.000002475 
  246,      166.330839330, 166.330839330, 0.000002475 
  247,      166.330839330, 166.330839330, 0.000002475 
  248,      166.330839330, 166.330839330, 0.000002475 
  249,      166.330839330, 166.330839330, 0.000002475 
  250,      166.330839330, 166.330839330, 0.000002475 
  251,      166.330839330, 166.330839330, 0.000002475 
  252,      166.330839330, 166.330839330, 0.000002475