=============================================== 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.bipolar.90===============================================Parameter Values:Description                                                Identifier                 Type       Value   ----------------------------------------------------------------------------------------------------------------Size of the population                                     populationSize             long       2700The 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 (3deceptive Bipolar)Size of the problem (of one dimension)                     problemSize                int        90Maximal Number of Generations to Perform                   maxNumberOfGenerations     long       160Maximal 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      75.000000Maximal number of incoming edges in dep. graph for the BOA maxIncoming                int        5Wait for enter after printing out generation statistics?   pause                      char       0Output file name                                           outputFile                 char*      output.bipolar.90Threshold for guidance (closeness to 0,1)                  guidanceThreshold          float      0.300000Random Seed                                                randSeed                   long       123--------------------------------------------------------Generation                   : 0Fitness evaluations          : 2700Fitness (max/avg/min)        : (13.599998 10.290408 4.900001)Percentage of optima in pop. : 0.00Population bias              : ..........................................................................................Best solution in the pop.    : 010110000000110010000000011010101100111010010110001011111000110100101100001101111111100111--------------------------------------------------------Generation                   : 1Fitness evaluations          : 4050Fitness (max/avg/min)        : (13.599998 10.919482 6.700001)Percentage of optima in pop. : 0.00Population bias              : ..........................................................................................Best solution in the pop.    : 010110000000110010000000011010101100111010010110001011111000110100101100001101111111100111--------------------------------------------------------Generation                   : 2Fitness evaluations          : 5400Fitness (max/avg/min)        : (13.599998 11.175149 6.200000)Percentage of optima in pop. : 0.00Population bias              : ..........................................................................................Best solution in the pop.    : 010110000000110010000000011010101100111010010110001011111000110100101100001101111111100111--------------------------------------------------------Generation                   : 3Fitness evaluations          : 6750Fitness (max/avg/min)        : (13.599998 11.476741 6.600000)Percentage of optima in pop. : 0.00Population bias              : ..........................................................................................Best solution in the pop.    : 010110000000110010000000011010101100111010010110001011111000110100101100001101111111100111--------------------------------------------------------Generation                   : 4Fitness evaluations          : 8100Fitness (max/avg/min)        : (13.599998 11.818815 7.700000)Percentage of optima in pop. : 0.00Population bias              : ..........................................................................................Best solution in the pop.    : 010110000000110010000000011010101100111010010110001011111000110100101100001101111111100111--------------------------------------------------------Generation                   : 5Fitness evaluations          : 9450Fitness (max/avg/min)        : (13.599998 12.137667 8.600000)Percentage of optima in pop. : 0.00Population bias              : ..........................................................................................Best solution in the pop.    : 010110000000110010000000011010101100111010010110001011111000110100101100001101111111100111--------------------------------------------------------Generation                   : 6Fitness evaluations          : 10800Fitness (max/avg/min)        : (13.599998 12.423815 9.900001)Percentage of optima in pop. : 0.00Population bias              : ..........................................................................................Best solution in the pop.    : 010110000000110010000000011010101100111010010110001011111000110100101100001101111111100111--------------------------------------------------------Generation                   : 7Fitness evaluations          : 12150Fitness (max/avg/min)        : (13.599998 12.732593 10.800000)Percentage of optima in pop. : 0.00Population bias              : ..........................................................................................Best solution in the pop.    : 010110000000110010000000011010101100111010010110001011111000110100101100001101111111100111--------------------------------------------------------Generation                   : 8Fitness evaluations          : 13500Fitness (max/avg/min)        : (13.599999 12.857111 10.900001)Percentage of optima in pop. : 0.00Population bias              : ..........................................................................................Best solution in the pop.    : 011010001110101010111111000000011001100110001011011100111100100110111100010011000000110100--------------------------------------------------------Generation                   : 9Fitness evaluations          : 14850Fitness (max/avg/min)        : (13.899999 12.935444 10.700001)Percentage of optima in pop. : 0.00Population bias              : ..........................................................................................Best solution in the pop.    : 011100110010010011000000001101000000111111010110110011110001010011000000110001100101000000--------------------------------------------------------Generation                   : 10Fitness evaluations          : 16200Fitness (max/avg/min)        : (13.900000 13.036740 11.200000)Percentage of optima in pop. : 0.00Population bias              : ..........................................................................................Best solution in the pop.    : 010110010011111111001101011100110011001011010110000000000000111000110001100110000000111111--------------------------------------------------------Generation                   : 11Fitness evaluations          : 17550Fitness (max/avg/min)        : (13.900000 13.172703 12.300001)Percentage of optima in pop. : 0.00Population bias              : ..........................................................................................Best solution in the pop.    : 010110010011111111001101011100110011001011010110000000000000111000110001100110000000111111--------------------------------------------------------Generation                   : 12Fitness evaluations          : 18900Fitness (max/avg/min)        : (13.900000 13.162962 11.100000)Percentage of optima in pop. : 0.00Population bias              : ..........................................................................................Best solution in the pop.    : 010110010011111111001101011100110011001011010110000000000000111000110001100110000000111111--------------------------------------------------------Generation                   : 13Fitness evaluations          : 20250Fitness (max/avg/min)        : (13.900000 13.188481 10.599999)Percentage of optima in pop. : 0.00Population bias              : ..........................................................................................Best solution in the pop.    : 010110010011111111001101011100110011001011010110000000000000111000110001100110000000111111--------------------------------------------------------Generation                   : 14Fitness evaluations          : 21600Fitness (max/avg/min)        : (14.099999 13.339333 11.400000)Percentage of optima in pop. : 0.00Population bias              : ..........................................................................................Best solution in the pop.    : 000000000000111111110010010011101001000000110100011010000000100111001011111111110001000000