Bounds for probability of success of classical genetic algorithm based on hamming distance

Genetic algorithms have proven to be reasonably good optimization algorithms. Despite many successful applications, there is a lack of theoretical insight into why they work so well. In this paper, Vose-Liepins' so called "infinite population model" is used to derive a lower and upper...

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