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Hybrid Self-Adaptive Evolution Strategies Guided by Neighborhood Structures for Combinatorial Optimization Problems

Vitor N. Coelho, Igor M. Coelho, Marcone J.F. Souza, Thays A. Oliveira, Luciano Perdigão Cota, Matheus Nohra Haddad, Nenad Mladenovic, Rodrigo Pedrosa Silva, Frederico G. Guimarães

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...

Evolutionary Computation, 2016, 24 (4), pp.637-666. ⟨10.1162/EVCO_a_00187⟩. ⟨hal-03400965⟩