A simple and effective evolutionary algorithm for the capacitated location-routing problem

This paper proposes a hybrid genetic algorithm (GA) to solve the capacitated location-routing problem. The proposed algorithm follows the standard GA framework using local search procedures in the mutation phase. Computational evaluation was carried out on three sets of benchmark instances from the...

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Detalhes bibliográficos
Autor principal: Lopes, Rui Borges (author)
Outros Autores: Ferreira, Carlos (author), Santos, Beatriz Sousa (author)
Formato: article
Idioma:eng
Publicado em: 2016
Assuntos:
Texto completo:http://hdl.handle.net/10773/15211
País:Portugal
Oai:oai:ria.ua.pt:10773/15211
Descrição
Resumo:This paper proposes a hybrid genetic algorithm (GA) to solve the capacitated location-routing problem. The proposed algorithm follows the standard GA framework using local search procedures in the mutation phase. Computational evaluation was carried out on three sets of benchmark instances from the literature. Results show that, although relatively simple, the proposed algorithm is effective, providing competitive results for benchmark instances within reasonable computing time.