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Runtime Analysis for Permutation-based Evolutionary Algorithms

Published in arXiv (Cornell University) • Jul 5, 2022
Authors:
Benjamin Doerr
,
Yassine Ghannane
,
Marouane Ibn Brahim

Abstract

While the theoretical analysis of evolutionary algorithms (EAs) has made significant progress for pseudo-Boolean optimization problems in the last 25 years, only sporadic theoretical results exist on how EAs solve permutation-based problems. To overcome the lack of permutation-based benchmark proble...

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