output.bipolar.60.log

贝叶斯优化算法是一种新的演化算法

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Generation                   : 16
Fitness evaluations          : 18000
Fitness (max/avg/min)        : (9.600000 8.935950 8.100000)
Percentage of optima in pop. : 0.00
Population bias              : ............................................................
Best solution in the pop.    : 111000100110000000111111000000111111011001111000000000111111
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Generation                   : 17
Fitness evaluations          : 19000
Fitness (max/avg/min)        : (9.600000 8.869350 6.900001)
Percentage of optima in pop. : 0.00
Population bias              : ............................................................
Best solution in the pop.    : 111000100110000000111111000000111111011001111000000000111111
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Generation                   : 18
Fitness evaluations          : 20000
Fitness (max/avg/min)        : (9.600000 8.928500 6.900001)
Percentage of optima in pop. : 0.00
Population bias              : ............................................................
Best solution in the pop.    : 111000100110000000111111000000111111011001111000000000111111
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Generation                   : 19
Fitness evaluations          : 21000
Fitness (max/avg/min)        : (9.800000 9.051650 7.300000)
Percentage of optima in pop. : 0.00
Population bias              : ............................................................
Best solution in the pop.    : 000000000000111111000111000000000000111111101001111111111111
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Generation                   : 20
Fitness evaluations          : 22000
Fitness (max/avg/min)        : (9.800000 9.144700 7.900000)
Percentage of optima in pop. : 0.00
Population bias              : ............................................................
Best solution in the pop.    : 000000000000111111000111000000000000111111101001111111111111
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Generation                   : 21
Fitness evaluations          : 23000
Fitness (max/avg/min)        : (9.800000 9.241400 7.900001)
Percentage of optima in pop. : 0.00
Population bias              : ............................................................
Best solution in the pop.    : 000000000000111111000111000000000000111111101001111111111111
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Generation                   : 22
Fitness evaluations          : 24000
Fitness (max/avg/min)        : (9.800000 9.255100 8.100000)
Percentage of optima in pop. : 0.00
Population bias              : ............................................................
Best solution in the pop.    : 111111000000000000000000111111111111100011110100000000111111
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Generation                   : 23
Fitness evaluations          : 25000
Fitness (max/avg/min)        : (9.800000 9.353650 8.200001)
Percentage of optima in pop. : 0.00
Population bias              : ........................0.0.................................
Best solution in the pop.    : 111111000000000000000000111111111111100011110100000000111111
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Generation                   : 24
Fitness evaluations          : 26000
Fitness (max/avg/min)        : (9.900000 9.461450 8.700001)
Percentage of optima in pop. : 0.00
Population bias              : ........................0.0000..............................
Best solution in the pop.    : 000000111111111111111111000000111111000000010110000000000000
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Generation                   : 25
Fitness evaluations          : 27000
Fitness (max/avg/min)        : (9.900000 9.545300 9.000000)
Percentage of optima in pop. : 0.00
Population bias              : ........................000000..............................
Best solution in the pop.    : 000000111111111111111111000000111111000000010110000000000000
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Generation                   : 26
Fitness evaluations          : 28000
Fitness (max/avg/min)        : (10.000000 9.593300 8.500000)
Percentage of optima in pop. : 0.10
Population bias              : ........................000000..............................
Best solution in the pop.    : 000000000000000000000000000000000000000000111111111111000000
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Generation                   : 27
Fitness evaluations          : 29000
Fitness (max/avg/min)        : (10.000000 9.663200 8.700001)
Percentage of optima in pop. : 0.20
Population bias              : ........................000000..............................
Best solution in the pop.    : 111111111111000000111111000000000000000000000000000000111111
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Generation                   : 28
Fitness evaluations          : 30000
Fitness (max/avg/min)        : (10.000000 9.740250 9.400000)
Percentage of optima in pop. : 0.70
Population bias              : ........................000000..............................
Best solution in the pop.    : 000000000000000000000000111111000000111111111111111111000000
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Generation                   : 29
Fitness evaluations          : 31000
Fitness (max/avg/min)        : (10.000000 9.797300 8.600000)
Percentage of optima in pop. : 2.50
Population bias              : ........................000000..............................
Best solution in the pop.    : 111111111111000000000000000000000000000000111111000000000000
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Generation                   : 30
Fitness evaluations          : 32000
Fitness (max/avg/min)        : (10.000000 9.848000 9.600000)
Percentage of optima in pop. : 6.15
Population bias              : ........................000000..............................
Best solution in the pop.    : 000000000000111111000000111111000000000000111111000000000000
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Generation                   : 31
Fitness evaluations          : 33000
Fitness (max/avg/min)        : (10.000000 9.906350 9.700001)
Percentage of optima in pop. : 16.30
Population bias              : ........................000000..............................
Best solution in the pop.    : 000000000000000000000000111111000000111111000000111111000000
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Generation                   : 32
Fitness evaluations          : 34000
Fitness (max/avg/min)        : (10.000000 9.932200 8.900000)
Percentage of optima in pop. : 34.05
Population bias              : ........................000000..............................
Best solution in the pop.    : 000000111111111111111111111111111111000000111111111111000000
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Generation                   : 33
Fitness evaluations          : 35000
Fitness (max/avg/min)        : (10.000000 9.967650 9.800000)
Percentage of optima in pop. : 69.05
Population bias              : ........................000000..............................
Best solution in the pop.    : 000000111111000000000000000000000000111111111111000000000000
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Generation                   : 34
Fitness evaluations          : 36000
Fitness (max/avg/min)        : (10.000000 10.000000 10.000000)
Percentage of optima in pop. : 100.00
Population bias              : ........................000000000000........................
Best solution in the pop.    : 000000111111000000000000111111000000000000111111111111000000

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FINAL STATISTICS
Termination reason           : Proportion of optima in a population reached the threshold
Generations performed        : 34
Fitness evaluations          : 36000
Fitness (max/avg/min)        : (10.000000 10.000000 10.000000)
Percentage of optima in pop. : 100.00
Population bias              : ........................000000000000........................
Best solution in the pop.    : 000000111111000000000000111111000000000000111111111111000000

The End.