galog.txt

用GA求函数的极小值群体大小为15

 generation  best  average  standard 
 number      value fitness  deviation 

    1,       0.717,  0.605,  0.102 
    2,       0.717,  0.635,  0.070 
    3,       0.717,  0.632,  0.073 
    4,       0.717,  0.628,  0.053 
    5,       0.717,  0.608,  0.066 
    6,       0.717,  0.631,  0.104 
    7,       0.717,  0.501,  0.141 
    8,       0.717,  0.576,  0.137 
    9,       0.717,  0.617,  0.102 
   10,       0.717,  0.664,  0.068 
   11,       0.717,  0.710,  0.018 
   12,       0.717,  0.688,  0.044 
   13,       0.717,  0.663,  0.093 
   14,       0.717,  0.679,  0.041 
   15,       0.717,  0.676,  0.035 
   16,       0.717,  0.680,  0.036 
   17,       0.717,  0.698,  0.011 
   18,       0.717,  0.698,  0.011 
   19,       0.717,  0.694,  0.008 
   20,       0.717,  0.695,  0.009 
   21,       0.717,  0.691,  0.017 
   22,       0.717,  0.695,  0.020 
   23,       0.717,  0.700,  0.013 
   24,       0.717,  0.687,  0.035 
   25,       0.717,  0.669,  0.039 
   26,       0.717,  0.671,  0.036 
   27,       0.717,  0.676,  0.032 
   28,       0.717,  0.689,  0.026 
   29,       0.717,  0.679,  0.033 
   30,       0.717,  0.681,  0.037 
   31,       0.717,  0.693,  0.025 
   32,       0.717,  0.694,  0.025 
   33,       0.717,  0.683,  0.035 
   34,       0.717,  0.671,  0.040 
   35,       0.717,  0.684,  0.036 
   36,       0.717,  0.666,  0.034 
   37,       0.717,  0.686,  0.033 
   38,       0.717,  0.682,  0.038 
   39,       0.717,  0.678,  0.050 
   40,       0.717,  0.691,  0.050 
   41,       0.717,  0.696,  0.048 
   42,       0.717,  0.706,  0.042 
   43,       0.717,  0.717,  0.000 
   44,       0.717,  0.697,  0.080 
   45,       0.717,  0.713,  0.015 
   46,       0.717,  0.717,  0.000 
   47,       0.717,  0.717,  0.000 
   48,       0.717,  0.714,  0.013 
   49,       0.717,  0.711,  0.017 
   50,       0.717,  0.717,  0.000 
   51,       0.717,  0.717,  0.000 
   52,       0.717,  0.717,  0.000 
   53,       0.717,  0.717,  0.000 
   54,       0.717,  0.717,  0.000 
   55,       0.717,  0.717,  0.000 
   56,       0.717,  0.717,  0.000 
   57,       0.717,  0.717,  0.000 
   58,       0.717,  0.717,  0.000 
   59,       0.717,  0.707,  0.039 
   60,       0.717,  0.697,  0.054 
   61,       0.717,  0.666,  0.075 
   62,       0.717,  0.687,  0.063 
   63,       0.717,  0.697,  0.054 
   64,       0.717,  0.707,  0.039 
   65,       0.717,  0.697,  0.054 
   66,       0.717,  0.666,  0.096 
   67,       0.717,  0.676,  0.070 
   68,       0.717,  0.697,  0.054 
   69,       0.717,  0.687,  0.063 
   70,       0.717,  0.707,  0.039 
   71,       0.717,  0.717,  0.000 
   72,       0.717,  0.717,  0.000 
   73,       0.717,  0.717,  0.000 
   74,       0.717,  0.707,  0.020 
   75,       0.717,  0.711,  0.017 
   76,       0.717,  0.704,  0.022 
   77,       0.717,  0.694,  0.025 
   78,       0.717,  0.698,  0.025 
   79,       0.717,  0.698,  0.025 
   80,       0.717,  0.698,  0.025 
   81,       0.717,  0.685,  0.049 
   82,       0.717,  0.701,  0.024 
   83,       0.717,  0.663,  0.090 
   84,       0.717,  0.668,  0.074 
   85,       0.717,  0.674,  0.076 
   86,       0.717,  0.698,  0.025 
   87,       0.717,  0.694,  0.025 
   88,       0.717,  0.701,  0.024 
   89,       0.717,  0.691,  0.025 
   90,       0.717,  0.701,  0.024 
   91,       0.717,  0.711,  0.017 
   92,       0.717,  0.717,  0.000 
   93,       0.717,  0.717,  0.000 
   94,       0.717,  0.701,  0.062 
   95,       0.717,  0.685,  0.085 
   96,       0.717,  0.669,  0.100 
   97,       0.717,  0.669,  0.100 
   98,       0.717,  0.684,  0.089 
   99,       0.717,  0.668,  0.103 
  100,       0.717,  0.635,  0.121 
  101,       0.717,  0.650,  0.115 
  102,       0.717,  0.698,  0.065 
  103,       0.717,  0.697,  0.061 
  104,       0.717,  0.696,  0.061 
  105,       0.717,  0.696,  0.061 
  106,       0.717,  0.711,  0.008 
  107,       0.717,  0.709,  0.007 
  108,       0.717,  0.711,  0.006 
  109,       0.717,  0.710,  0.006 
  110,       0.717,  0.711,  0.006 
  111,       0.717,  0.711,  0.006 
  112,       0.717,  0.711,  0.006 
  113,       0.717,  0.710,  0.006 
  114,       0.717,  0.710,  0.006 
  115,       0.717,  0.711,  0.006 
  116,       0.717,  0.702,  0.018 
  117,       0.717,  0.704,  0.019 
  118,       0.717,  0.705,  0.014 
  119,       0.717,  0.708,  0.006 
  120,       0.717,  0.664,  0.115 
  121,       0.717,  0.697,  0.034 
  122,       0.717,  0.696,  0.033 
  123,       0.717,  0.704,  0.025 
  124,       0.717,  0.708,  0.006 
  125,       0.717,  0.703,  0.025 
  126,       0.717,  0.688,  0.055 
  127,       0.717,  0.673,  0.051 
  128,       0.717,  0.657,  0.056 
  129,       0.717,  0.677,  0.055 
  130,       0.717,  0.685,  0.048 
  131,       0.717,  0.694,  0.033 
  132,       0.717,  0.694,  0.033 
  133,       0.717,  0.706,  0.004 
  134,       0.717,  0.706,  0.003 
  135,       0.717,  0.706,  0.004 
  136,       0.717,  0.695,  0.034 
  137,       0.717,  0.703,  0.026 
  138,       0.717,  0.705,  0.026 
  139,       0.717,  0.705,  0.026 
  140,       0.717,  0.707,  0.005 
  141,       0.717,  0.706,  0.004 
  142,       0.717,  0.709,  0.006 
  143,       0.717,  0.711,  0.006 
  144,       0.717,  0.683,  0.063 
  145,       0.717,  0.710,  0.006 
  146,       0.717,  0.710,  0.006 
  147,       0.717,  0.709,  0.006 
  148,       0.717,  0.706,  0.003 
  149,       0.717,  0.705,  0.000 
  150,       0.717,  0.706,  0.003 
  151,       0.717,  0.706,  0.003 
  152,       0.717,  0.706,  0.003 
  153,       0.717,  0.667,  0.082 
  154,       0.717,  0.697,  0.038 
  155,       0.717,  0.697,  0.038 
  156,       0.717,  0.689,  0.053 
  157,       0.717,  0.684,  0.062 
  158,       0.717,  0.687,  0.052 
  159,       0.717,  0.657,  0.062 
  160,       0.717,  0.650,  0.066 
  161,       0.717,  0.648,  0.064 
  162,       0.717,  0.653,  0.062 
  163,       0.717,  0.682,  0.048 
  164,       0.717,  0.636,  0.097 
  165,       0.717,  0.685,  0.043 
  166,       0.717,  0.693,  0.035 
  167,       0.717,  0.643,  0.093 
  168,       0.717,  0.603,  0.125 
  169,       0.717,  0.679,  0.056 
  170,       0.717,  0.663,  0.095 
  171,       0.717,  0.661,  0.098 
  172,       0.717,  0.671,  0.096 
  173,       0.717,  0.694,  0.055 
  174,       0.717,  0.700,  0.053 
  175,       0.717,  0.715,  0.005 
  176,       0.717,  0.715,  0.005 
  177,       0.717,  0.713,  0.006 
  178,       0.717,  0.713,  0.006 
  179,       0.717,  0.716,  0.004 
  180,       0.717,  0.716,  0.004 
  181,       0.717,  0.687,  0.077 
  182,       0.717,  0.672,  0.088 
  183,       0.717,  0.700,  0.053 
  184,       0.717,  0.702,  0.040 
  185,       0.717,  0.701,  0.039 
  186,       0.717,  0.711,  0.006 
  187,       0.717,  0.714,  0.006 
  188,       0.717,  0.714,  0.006 
  189,       0.717,  0.713,  0.006 
  190,       0.717,  0.713,  0.006 
  191,       0.717,  0.713,  0.006 
  192,       0.717,  0.712,  0.006 
  193,       0.717,  0.699,  0.055 
  194,       0.717,  0.686,  0.075 
  195,       0.717,  0.685,  0.075 
  196,       0.717,  0.674,  0.072 
  197,       0.717,  0.668,  0.082 
  198,       0.717,  0.631,  0.095 
  199,       0.717,  0.644,  0.090 
  200,       0.717,  0.645,  0.091 
  201,       0.717,  0.641,  0.082 
  202,       0.717,  0.645,  0.074 
  203,       0.717,  0.661,  0.072 
  204,       0.717,  0.678,  0.066 
  205,       0.717,  0.657,  0.082 
  206,       0.717,  0.674,  0.078 
  207,       0.717,  0.689,  0.062 
  208,       0.717,  0.654,  0.091 
  209,       0.717,  0.654,  0.091 
  210,       0.717,  0.712,  0.006 
  211,       0.717,  0.711,  0.006 
  212,       0.717,  0.711,  0.006 
  213,       0.717,  0.711,  0.006 
  214,       0.717,  0.665,  0.095 
  215,       0.717,  0.635,  0.097 
  216,       0.717,  0.647,  0.098 
  217,       0.717,  0.654,  0.100 
  218,       0.717,  0.674,  0.083 
  219,       0.717,  0.673,  0.083 
  220,       0.717,  0.683,  0.069 
  221,       0.717,  0.684,  0.070 
  222,       0.717,  0.682,  0.069 
  223,       0.717,  0.645,  0.097 
  224,       0.717,  0.687,  0.071 
  225,       0.717,  0.670,  0.082 
  226,       0.717,  0.669,  0.081 
  227,       0.717,  0.707,  0.005 
  228,       0.717,  0.695,  0.052 
  229,       0.717,  0.711,  0.006 
  230,       0.717,  0.712,  0.006 
  231,       0.717,  0.712,  0.006 
  232,       0.717,  0.715,  0.005 
  233,       0.717,  0.716,  0.003 
  234,       0.717,  0.716,  0.004 
  235,       0.717,  0.714,  0.006 
  236,       0.717,  0.715,  0.005 
  237,       0.717,  0.715,  0.005 
  238,       0.717,  0.714,  0.006 
  239,       0.717,  0.715,  0.005 
  240,       0.717,  0.702,  0.047 
  241,       0.717,  0.713,  0.006 
  242,       0.717,  0.714,  0.006 
  243,       0.717,  0.713,  0.006 
  244,       0.717,  0.714,  0.006 
  245,       0.717,  0.715,  0.005 
  246,       0.717,  0.671,  0.116 
  247,       0.717,  0.715,  0.005 
  248,       0.717,  0.715,  0.005 
  249,       0.717,  0.716,  0.003 
  250,       0.717,  0.716,  0.003 
  251,       0.717,  0.716,  0.003 
  252,       0.717,  0.717,  0.000 
  253,       0.717,  0.717,  0.000 
  254,       0.717,  0.717,  0.000 
  255,       0.717,  0.717,  0.000 
  256,       0.717,  0.717,  0.000 
  257,       0.717,  0.717,  0.000 
  258,       0.717,  0.717,  0.000 
  259,       0.717,  0.717,  0.000 
  260,       0.717,  0.717,  0.000 
  261,       0.717,  0.717,  0.000 
  262,       0.717,  0.717,  0.000 
  263,       0.717,  0.717,  0.000 
  264,       0.717,  0.717,  0.000 
  265,       0.717,  0.717,  0.000 
  266,       0.717,  0.717,  0.000 
  267,       0.717,  0.717,  0.000 
  268,       0.717,  0.717,  0.000 
  269,       0.717,  0.717,  0.000 
  270,       0.717,  0.717,  0.000 
  271,       0.717,  0.717,  0.000 
  272,       0.717,  0.717,  0.000 
  273,       0.717,  0.717,  0.000 
  274,       0.717,  0.717,  0.000 
  275,       0.717,  0.717,  0.000 
  276,       0.717,  0.717,  0.000 
  277,       0.717,  0.717,  0.000 
  278,       0.717,  0.688,  0.077 
  279,       0.717,  0.688,  0.077 
  280,       0.717,  0.688,  0.077 
  281,       0.717,  0.703,  0.056 
  282,       0.717,  0.717,  0.000 
  283,       0.717,  0.717,  0.000 
  284,       0.717,  0.717,  0.000 
  285,       0.717,  0.717,  0.000 
  286,       0.717,  0.717,  0.000 
  287,       0.717,  0.717,  0.000 
  288,       0.717,  0.717,  0.000 
  289,       0.717,  0.717,  0.000 
  290,       0.717,  0.698,  0.043 
  291,       0.717,  0.679,  0.060 
  292,       0.717,  0.717,  0.000 
  293,       0.717,  0.717,  0.000 
  294,       0.717,  0.717,  0.000 
  295,       0.717,  0.717,  0.000 
  296,       0.717,  0.717,  0.000 
  297,       0.717,  0.717,  0.000 
  298,       0.717,  0.717,  0.000 
  299,       0.717,  0.717,  0.000 
  300,       0.717,  0.717,  0.000 
  301,       0.717,  0.717,  0.000 
  302,       0.717,  0.717,  0.000 
  303,       0.717,  0.717,  0.000 
  304,       0.717,  0.717,  0.000 
  305,       0.717,  0.717,  0.000 
  306,       0.717,  0.717,  0.000 
  307,       0.717,  0.639,  0.109 
  308,       0.717,  0.586,  0.121 
  309,       0.717,  0.595,  0.116 
  310,       0.717,  0.621,  0.126 
  311,       0.717,  0.599,  0.121 
  312,       0.717,  0.665,  0.109 
  313,       0.717,  0.653,  0.170 
  314,       0.717,  0.707,  0.041 
  315,       0.717,  0.717,  0.000 
  316,       0.717,  0.717,  0.000 
  317,       0.717,  0.717,  0.000 
  318,       0.717,  0.717,  0.000 
  319,       0.717,  0.717,  0.000 
  320,       0.717,  0.717,  0.000 
  321,       0.717,  0.717,  0.000 
  322,       0.717,  0.717,  0.000 
  323,       0.717,  0.696,  0.083 
  324,       0.717,  0.696,  0.083 
  325,       0.717,  0.717,  0.000 
  326,       0.717,  0.695,  0.086 
  327,       0.717,  0.717,  0.000 
  328,       0.717,  0.717,  0.000 
  329,       0.717,  0.717,  0.000 
  330,       0.717,  0.717,  0.000 
  331,       0.717,  0.707,  0.038 
  332,       0.717,  0.707,  0.038 
  333,       0.717,  0.697,  0.052 
  334,       0.717,  0.687,  0.062 
  335,       0.717,  0.638,  0.095