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cs.NE2018
Runtime Analysis for Self-adaptive Mutation Rates
Benjamin Doerr, Carsten Witt, Jing Yang
We propose and analyze a self-adaptive version of the evolutionary algorithm in which the current mutation rate is part of the individual and thus also subject to mutation.…
cs.NE2018
Theory of Estimation-of-Distribution Algorithms
Martin S. Krejca, Carsten Witt
Estimation-of-distribution algorithms (EDAs) are general metaheuristics used in optimization that represent a more recent alternative to classical approaches like evolutionary algo…