=============================================== Simple Bayesian Optimization Algorithm in C++ Version 1.0 (Released in March 1999) Copyright (c) 1999 Martin Pelikan Author: Martin Pelikan----------------------------------------------- Parameter values from: input.quadratic.90===============================================Parameter Values:Description                                                Identifier                 Type       Value   ----------------------------------------------------------------------------------------------------------------Size of the population                                     populationSize             long       700The number of parents to select (% from population)        parentsPercentage          float      50.000000Size of offspring to create (% from population)            offspringPercentage        float      50.000000Number of fitness function to use                          fitnessFunction            int        0 (Quadratic 0.9 0 0 1)Size of the problem (of one dimension)                     problemSize                int        90Maximal Number of Generations to Perform                   maxNumberOfGenerations     long       80Maximal Number of Fitness Calls (-1 when unbounded)        maxFitnessCalls            long       -1Termination threshold for the univ. freq. (-1 is ignore)   epsilon                    float      0.010000Stop if the optimum was found?                             stopWhenFoundOptimum       char       0 (No)Percentage of opt. and nonopt. ind. threshold (-1 is ignore) maxOptimal                 float      -1.000000Maximal number of incoming edges in dep. graph for the BOA maxIncoming                int        1Wait for enter after printing out generation statistics?   pause                      char       0Output file name                                           outputFile                 char*      output.quadratic.90Threshold for guidance (closeness to 0,1)                  guidanceThreshold          float      0.300000Random Seed                                                randSeed                   long       123--------------------------------------------------------Generation                   : 0Fitness evaluations          : 700Fitness (max/avg/min)        : (30.999998 21.479855 13.099998)Percentage of optima in pop. : 0.00Population bias              : ..........................................................................................Best solution in the pop.    : 010001010011001111111011001111111100111111110010110000011101110101111110110111001011100011--------------------------------------------------------Generation                   : 1Fitness evaluations          : 1050Fitness (max/avg/min)        : (36.300003 23.652140 15.199999)Percentage of optima in pop. : 0.00Population bias              : ..........................................................................................Best solution in the pop.    : 011111000011001001110011000100111100110000000111110000111111100001111100111111111100000011--------------------------------------------------------Generation                   : 2Fitness evaluations          : 1400Fitness (max/avg/min)        : (36.300003 25.281283 14.999998)Percentage of optima in pop. : 0.00Population bias              : ..........................................................................................Best solution in the pop.    : 011111000011001001110011000100111100110000000111110000111111100001111100111111111100000011--------------------------------------------------------Generation                   : 3Fitness evaluations          : 1750Fitness (max/avg/min)        : (36.799999 27.132568 17.899998)Percentage of optima in pop. : 0.00Population bias              : ..........................................................................................Best solution in the pop.    : 000000011111000010000011000000111100000011001111110110001100111100111000110000110011101100--------------------------------------------------------Generation                   : 4Fitness evaluations          : 2100Fitness (max/avg/min)        : (37.099998 28.928282 19.599998)Percentage of optima in pop. : 0.00Population bias              : ..........................................................................................Best solution in the pop.    : 001000000011001110011111110000011100111111111100011100001100000011010011110000111100110011--------------------------------------------------------Generation                   : 5Fitness evaluations          : 2450Fitness (max/avg/min)        : (37.100002 30.519139 20.299999)Percentage of optima in pop. : 0.00Population bias              : ..........................................................................................Best solution in the pop.    : 111111000000010001111100000011001111110011110011111100111100001100110001100001000011001101--------------------------------------------------------Generation                   : 6Fitness evaluations          : 2800Fitness (max/avg/min)        : (38.100002 31.961996 23.899998)Percentage of optima in pop. : 0.00Population bias              : ..........................................................................................Best solution in the pop.    : 000101111100110001110011001100110011001111110011111101110011001111000000100000000011001111--------------------------------------------------------Generation                   : 7Fitness evaluations          : 3150Fitness (max/avg/min)        : (41.000000 33.499426 25.799997)Percentage of optima in pop. : 0.00Population bias              : ..........................................................................................Best solution in the pop.    : 110000110000000000011100110011110000110011110000111111000011111111110011111011001111000011--------------------------------------------------------Generation                   : 8Fitness evaluations          : 3500Fitness (max/avg/min)        : (41.700005 34.910284 27.799997)Percentage of optima in pop. : 0.00Population bias              : ..........................................................................................Best solution in the pop.    : 000011000011001111111111001111001100110011000011001111100011000011000000001100111111000000--------------------------------------------------------Generation                   : 9Fitness evaluations          : 3850Fitness (max/avg/min)        : (41.700005 36.289713 28.299995)Percentage of optima in pop. : 0.00Population bias              : ......................................................................................11..Best solution in the pop.    : 000011000011001111111111001111001100110011000011001111100011000011000000001100111111000000--------------------------------------------------------Generation                   : 10Fitness evaluations          : 4200Fitness (max/avg/min)        : (42.500008 37.766000 30.999998)Percentage of optima in pop. : 0.00Population bias              : ................................................1.....................................111.Best solution in the pop.    : 111111110011100011110011111111111111111111110011110000110011110000110000000011000011111111--------------------------------------------------------Generation                   : 11Fitness evaluations          : 4550Fitness (max/avg/min)        : (43.400005 38.955429 32.199997)Percentage of optima in pop. : 0.00Population bias              : ..............................................111.....................................111.Best solution in the pop.    : 110011110011001100111111110011001111111100110011110011111111110000001111000011110011001111--------------------------------------------------------Generation                   : 12Fitness evaluations          : 4900Fitness (max/avg/min)        : (43.500008 40.076859 34.299995)Percentage of optima in pop. : 0.00Population bias              : ..........................................11..111.....................................11..Best solution in the pop.    : 111111111111110011111111001100111100000011110011111100111111111100000011110000111100001111--------------------------------------------------------Generation                   : 13Fitness evaluations          : 5250Fitness (max/avg/min)        : (43.800003 41.020574 36.799999)Percentage of optima in pop. : 0.00Population bias              : ....11.............1......................11..111....1................................111.Best solution in the pop.    : 111111111111111111001111000011111111111111001100110011111111110000001100111111111100001111--------------------------------------------------------Generation                   : 14Fitness evaluations          : 5600