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The Benefit of Sex in Noisy Evolutionary Search
[article]
2015
arXiv
pre-print
The benefit of sexual recombination is one of the most fundamental questions both in population genetics and evolutionary computation. It is widely believed that recombination helps solving difficult optimization problems. We present the first result, which rigorously proves that it is beneficial to use sexual recombination in an uncertain environment with a noisy fitness function. For this, we model sexual recombination with a simple estimation of distribution algorithm called the Compact
arXiv:1502.02793v1
fatcat:antfl32hjnc2pmnledrmqrtlyy