ga.out

这是关于fortran

#################  Generation    1  #################
  #      Binary Code                Param1  Param2  Fitness
  1 100011111101010001001000001101  0.5618  0.1410  0.00000
  2 000110010010001101001110011100  0.0982  0.6532  0.10147
  3 110010101011001110110101011010  0.7918  0.8543  0.00027
  4 010100111000101110111111010001  0.3263  0.8736  0.00064
  5 111011111100000100100111110101  0.9366  0.5778  0.00000

 Average Values:                    0.5429  0.6200  0.02047

 Average Function Value of Generation= 0.02047
 Maximum Function Value              = 0.10147


  Number of Crossovers      =   64
  Elitist Reproduction on Individual    2


#################  Generation    2  #################
  #      Binary Code                Param1  Param2  Fitness
  1 010010110011001110011111011110  0.2937  0.8115  0.00916
  2 000110010010001101001110011100  0.0982  0.6532  0.10147
  3 110010010010001110111101011000  0.7857  0.8699  0.00008
  4 000100011010101101011110011101  0.0690  0.6845  0.09532
  5 110110101011101110110111011011  0.8544  0.8583  0.00430

 Average Values:                    0.4202  0.7755  0.04206

 Average Function Value of Generation= 0.04206
 Maximum Function Value              = 0.10147


  Number of Crossovers      =   73
  Elitist Reproduction on Individual    4


#################  Generation    3  #################
  #      Binary Code                Param1  Param2  Fitness
  1 000010010011001110001110011100  0.0359  0.7782  0.00019
  2 000100011010101101001110011100  0.0690  0.6532  0.22390
  3 000100010010001101001110011100  0.0669  0.6532  0.22471
  4 000110010010001101001110011100  0.0982  0.6532  0.10147
  5 000110010010101101001110011101  0.0983  0.6532  0.10080

 Average Values:                    0.0737  0.6782  0.13021

 Average Function Value of Generation= 0.13021
 Maximum Function Value              = 0.22471


  Number of Crossovers      =   70


%%%%%%%  Restart micro-population at generation    3  %%%%%%%


#################  Generation    4  #################
  #      Binary Code                Param1  Param2  Fitness
  1 000100010010001101001110011100  0.0669  0.6532  0.22471
  2 101101001010101011000000000110  0.7057  0.3752  0.00000
  3 111001101100010101101000100001  0.9015  0.7042  0.00011
  4 111010011010001010101101010111  0.9127  0.3386  0.00000
  5 010010010010000110111110010000  0.2857  0.8716  0.02351

 Average Values:                    0.5745  0.5886  0.04967

 Average Function Value of Generation= 0.04967
 Maximum Function Value              = 0.22471


  Number of Crossovers      =   67
  Elitist Reproduction on Individual    5


#################  Generation    5  #################
  #      Binary Code                Param1  Param2  Fitness
  1 110010011010001010111110010011  0.7877  0.3717  0.00000
  2 010000010010001111001110010100  0.2544  0.9030  0.00370
  3 000000010010001101111110010100  0.0044  0.7467  0.00000
  4 011100010010001100001100011111  0.4419  0.5244  0.00271
  5 000100010010001101001110011100  0.0669  0.6532  0.22471

 Average Values:                    0.3111  0.6398  0.04622

 Average Function Value of Generation= 0.04622
 Maximum Function Value              = 0.22471


  Number of Crossovers      =   81
  Elitist Reproduction on Individual    2


#################  Generation    6  #################
  #      Binary Code                Param1  Param2  Fitness
  1 110110010010001110101110010101  0.8482  0.8405  0.00482
  2 000100010010001101001110011100  0.0669  0.6532  0.22471
  3 011100010010001101001110011110  0.4419  0.6533  0.09732
  4 010000010010001111001110011101  0.2544  0.9033  0.00358
  5 010100010010001100001100011100  0.3169  0.5243  0.00036

 Average Values:                    0.3857  0.7149  0.06616

 Average Function Value of Generation= 0.06616
 Maximum Function Value              = 0.22471


  Number of Crossovers      =   78
  Elitist Reproduction on Individual    5


#################  Generation    7  #################
  #      Binary Code                Param1  Param2  Fitness
  1 110100010010001111001110010100  0.8169  0.9030  0.00015
  2 011100010010001101001110011110  0.4419  0.6533  0.09732
  3 010100010010001100001110010111  0.3169  0.5281  0.00018
  4 001100010010001101001110011100  0.1919  0.6532  0.00115
  5 000100010010001101001110011100  0.0669  0.6532  0.22471

 Average Values:                    0.3669  0.6782  0.06470

 Average Function Value of Generation= 0.06470
 Maximum Function Value              = 0.22471


  Number of Crossovers      =   80


#################  Generation    8  #################
  #      Binary Code                Param1  Param2  Fitness
  1 000100010010001101001110011100  0.0669  0.6532  0.22471
  2 011100010010001101001110011110  0.4419  0.6533  0.09732
  3 010100010010001101001110011110  0.3169  0.6533  0.01271
  4 011100010010001100001110011111  0.4419  0.5283  0.00132
  5 001100010010001101001110011100  0.1919  0.6532  0.00115

 Average Values:                    0.2919  0.6283  0.06744

 Average Function Value of Generation= 0.06744
 Maximum Function Value              = 0.22471


  Number of Crossovers      =   78
  Elitist Reproduction on Individual    5


#################  Generation    9  #################
  #      Binary Code                Param1  Param2  Fitness
  1 011100010010001101001110011110  0.4419  0.6533  0.09732
  2 010100010010001101001110011110  0.3169  0.6533  0.01271
  3 000100010010001100001110011100  0.0669  0.5282  0.00310
  4 011100010010001100001110011111  0.4419  0.5283  0.00132
  5 000100010010001101001110011100  0.0669  0.6532  0.22471

 Average Values:                    0.2669  0.6033  0.06783

 Average Function Value of Generation= 0.06783
 Maximum Function Value              = 0.22471


  Number of Crossovers      =   80


%%%%%%%  Restart micro-population at generation    9  %%%%%%%


#################  Generation   10  #################
  #      Binary Code                Param1  Param2  Fitness
  1 000100010010001101001110011100  0.0669  0.6532  0.22471
  2 111001101110111010110001111100  0.9021  0.3475  0.00000
  3 101100010011010100000110101101  0.6922  0.5131  0.00183
  4 010110010110000100101100110011  0.3491  0.5875  0.00000
  5 010001011100011100010111110110  0.2726  0.5466  0.00001

 Average Values:                    0.4566  0.5296  0.04531

 Average Function Value of Generation= 0.04531
 Maximum Function Value              = 0.22471


  Number of Crossovers      =   71
  Elitist Reproduction on Individual    5


#################  Generation   11  #################
  #      Binary Code                Param1  Param2  Fitness
  1 100000001010001001001000111100  0.5025  0.1425  0.00016
  2 010100010000001100011110111110  0.3164  0.5605  0.00000
  3 001100010010000101001110101100  0.1919  0.6537  0.00115
  4 111000010110010000100010101100  0.8805  0.0678  0.02852
  5 000100010010001101001110011100  0.0669  0.6532  0.22471

 Average Values:                    0.3916  0.4155  0.05091

 Average Function Value of Generation= 0.05091
 Maximum Function Value              = 0.22471


  Number of Crossovers      =   72
  Elitist Reproduction on Individual    1


#################  Generation   12  #################
  #      Binary Code                Param1  Param2  Fitness
  1 000100010010001101001110011100  0.0669  0.6532  0.22471
  2 110100010110001100001110001100  0.8179  0.5277  0.00012
  3 101100010110010001001010101100  0.6930  0.1459  0.00004
  4 001100010010001101001110011100  0.1919  0.6532  0.00115
  5 000100010010000101001110001100  0.0669  0.6527  0.22492

 Average Values:                    0.3673  0.5266  0.09019

 Average Function Value of Generation= 0.09019
 Maximum Function Value              = 0.22492


  Number of Crossovers      =   67


#################  Generation   13  #################
  #      Binary Code                Param1  Param2  Fitness
  1 001100010010000101001110011100  0.1919  0.6532  0.00115
  2 001100010010000101001110011100  0.1919  0.6532  0.00115
  3 000100010010001101001110001100  0.0669  0.6527  0.22492
  4 001100010010001101001110011100  0.1919  0.6532  0.00115
  5 000100010010000101001110001100  0.0669  0.6527  0.22492

 Average Values:                    0.1419  0.6530  0.09066

 Average Function Value of Generation= 0.09066
 Maximum Function Value              = 0.22492


  Number of Crossovers      =   77


%%%%%%%  Restart micro-population at generation   13  %%%%%%%


#################  Generation   14  #################
  #      Binary Code                Param1  Param2  Fitness
  1 000100010010000101001110001100  0.0669  0.6527  0.22492
  2 010001011010000000001101011101  0.2720  0.0263  0.19778
  3 000001101111110101100000111110  0.0273  0.6894  0.01945
  4 101001101011000111110111100100  0.6511  0.9836  0.00012
  5 000010000101100100110111010111  0.0326  0.6081  0.01638

 Average Values:                    0.2100  0.5920  0.09173

 Average Function Value of Generation= 0.09173
 Maximum Function Value              = 0.22492


  Number of Crossovers      =   86
  Elitist Reproduction on Individual    1


#################  Generation   15  #################
  #      Binary Code                Param1  Param2  Fitness
  1 000100010010000101001110001100  0.0669  0.6527  0.22492
  2 000001111010110000101000011101  0.0300  0.0790  0.29078
  3 000000101111110101101000101110  0.0117  0.7046  0.00132
  4 000000010010000001001111001100  0.0044  0.1547  0.00000
  5 000101010011110101000110111110  0.0829  0.6386  0.16025

 Average Values:                    0.0392  0.4459  0.13545

 Average Function Value of Generation= 0.13545
 Maximum Function Value              = 0.29078


  Number of Crossovers      =   76
  Elitist Reproduction on Individual    3


#################  Generation   16  #################
  #      Binary Code                Param1  Param2  Fitness
  1 000101110010110001101000011110  0.0905  0.2040  0.02422
  2 000101010011000101001110001100  0.0828  0.6527  0.18437
  3 000001111010110000101000011101  0.0300  0.0790  0.29078
  4 000000111010010001001100001101  0.0142  0.1488  0.00002
  5 000001110010110100101110011101  0.0280  0.5907  0.00161

 Average Values:                    0.0491  0.3351  0.10020

 Average Function Value of Generation= 0.10020
 Maximum Function Value              = 0.29078


  Number of Crossovers      =   72
  Elitist Reproduction on Individual    2


#################  Generation   17  #################
  #      Binary Code                Param1  Param2  Fitness
  1 000001110010110000101000011100  0.0280  0.0790  0.25527
  2 000001111010110000101000011101  0.0300  0.0790  0.29078
  3 000001111010110001101000011111  0.0300  0.2041  0.01239
  4 000101110010110001101000011111  0.0905  0.2041  0.02431
  5 000101110010110000101000011100  0.0905  0.0790  0.57101

 Average Values:                    0.0538  0.1290  0.23075

 Average Function Value of Generation= 0.23075
 Maximum Function Value              = 0.57101


  Number of Crossovers      =   69
  Elitist Reproduction on Individual    3


#################  Generation   18  #################
  #      Binary Code                Param1  Param2  Fitness
  1 000001111010110000101000011100  0.0300  0.0790  0.29095
  2 000001110010110000101000011100  0.0280  0.0790  0.25527
  3 000101110010110000101000011100  0.0905  0.0790  0.57101
  4 000101110010110000101000011111  0.0905  0.0791  0.57001
  5 000101110010110000101000011110  0.0905  0.0790  0.57035

 Average Values:                    0.0659  0.0790  0.45152

 Average Function Value of Generation= 0.45152
 Maximum Function Value              = 0.57101


  Number of Crossovers      =   88


%%%%%%%  Restart micro-population at generation   18  %%%%%%%


#################  Generation   19  #################
  #      Binary Code                Param1  Param2  Fitness
  1 000101110010110000101000011100  0.0905  0.0790  0.57101
  2 000010000011101110101111101100  0.0321  0.8432  0.02611
  3 111100000011100100101111111111  0.9384  0.5937  0.00000
  4 101000000010110000001011110000  0.6257  0.0229  0.02530
  5 100000011010011111001000011011  0.5065  0.8915  0.00085

 Average Values:                    0.4386  0.4861  0.12465

 Average Function Value of Generation= 0.12465
 Maximum Function Value              = 0.57101


  Number of Crossovers      =   72
  Elitist Reproduction on Individual    3


#################  Generation   20  #################
  #      Binary Code                Param1  Param2  Fitness
  1 000010010011100110101010101100  0.0360  0.8334  0.02844
  2 100100010010110000001001011100  0.5671  0.0184  0.00000
  3 000101110010110000101000011100  0.0905  0.0790  0.57101
  4 100101111010110110001000011000  0.5925  0.7664  0.00000
  5 000011000010101010101101001100  0.0475  0.3383  0.00109

 Average Values:                    0.2667  0.4071  0.12011

 Average Function Value of Generation= 0.12011
 Maximum Function Value              = 0.57101


  Number of Crossovers      =   72
  Elitist Reproduction on Individual    3