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Genetic algorithms and evolutionary strategy implementation to solve Ackley function

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evolutionary computing

genetic algorithms and evolutionary strategy implementation to solve Ackley function

Sample run

1. Genetic Algorithm

Total iteration: 20.000
Population size: 30
Mutation probability: 1/(population size * (# of bits per gene))

Best Individual Population Average

2. Evolutionary Strategy

Total iteration: 30.000
Population size: 30
Offspring size: 200
Thao: sqrt(1/ (# of variable))
Mutation probability: 0.5

Best Individual Population Average

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