Article
Hybrid Self-Adaptive Evolution Strategies Guided by Neighborhood Structures for Combinatorial Optimization Problems.
Evolutionary computation - 1 Jan 2016
Coelho V N, Coelho I M, Souza M J F, Oliveira T A, Cota L P, Haddad M N, Mladenovic N, Silva R C P, Guimarães F G
Abstract excerpt
This article presents an Evolution Strategy (ES)--based algorithm, designed to self-adapt its mutation operators, guiding the search into the solution space using a Self-Adaptive Reduced Variable Neighborhood Search procedure. In view of the specific local search operators for each individual, the proposed population-based approach also fits into the context of the Memetic Algorithms. The proposed variant uses...
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