A tabu search algorithm for the heterogeneous fixed fleet vehicle routing problem

Detalhes bibliográficos
Autor(a) principal: Brandão, José
Data de Publicação: 2011
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/1822/16197
Resumo: In the heterogeneous fixed fleet vehicle routing problem there are different types of vehicles and a given number of vehicles of each type. The resolution of this problem consists of assigning the customers to the existing vehicles and, in relation to each vehicle, defining the order of visiting each customer for the delivery or collection of goods. The objective is to minimize the total costs, satisfying customers’ requirements and visiting each customer exactly once. In this paper a tabu search algorithm is proposed and tested on several benchmark problems. The computational experiments show that the proposed algorithm produces high quality solutions within an acceptable computation time. Four new best solutions are reported for a set of test problems used in the literature.
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spelling A tabu search algorithm for the heterogeneous fixed fleet vehicle routing problemHeterogeneous fixed fleetVehicle routingTabu searchHeuristicsLogisticsScience & TechnologyIn the heterogeneous fixed fleet vehicle routing problem there are different types of vehicles and a given number of vehicles of each type. The resolution of this problem consists of assigning the customers to the existing vehicles and, in relation to each vehicle, defining the order of visiting each customer for the delivery or collection of goods. The objective is to minimize the total costs, satisfying customers’ requirements and visiting each customer exactly once. In this paper a tabu search algorithm is proposed and tested on several benchmark problems. The computational experiments show that the proposed algorithm produces high quality solutions within an acceptable computation time. Four new best solutions are reported for a set of test problems used in the literature.ElsevierUniversidade do MinhoBrandão, José2011-012011-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/1822/16197eng0305-054810.1016/j.cor.2010.04.008http://www.sciencedirect.com/science/article/pii/S0305054810000924info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-07-21T12:29:22Zoai:repositorium.sdum.uminho.pt:1822/16197Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T19:24:20.870944Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv A tabu search algorithm for the heterogeneous fixed fleet vehicle routing problem
title A tabu search algorithm for the heterogeneous fixed fleet vehicle routing problem
spellingShingle A tabu search algorithm for the heterogeneous fixed fleet vehicle routing problem
Brandão, José
Heterogeneous fixed fleet
Vehicle routing
Tabu search
Heuristics
Logistics
Science & Technology
title_short A tabu search algorithm for the heterogeneous fixed fleet vehicle routing problem
title_full A tabu search algorithm for the heterogeneous fixed fleet vehicle routing problem
title_fullStr A tabu search algorithm for the heterogeneous fixed fleet vehicle routing problem
title_full_unstemmed A tabu search algorithm for the heterogeneous fixed fleet vehicle routing problem
title_sort A tabu search algorithm for the heterogeneous fixed fleet vehicle routing problem
author Brandão, José
author_facet Brandão, José
author_role author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Brandão, José
dc.subject.por.fl_str_mv Heterogeneous fixed fleet
Vehicle routing
Tabu search
Heuristics
Logistics
Science & Technology
topic Heterogeneous fixed fleet
Vehicle routing
Tabu search
Heuristics
Logistics
Science & Technology
description In the heterogeneous fixed fleet vehicle routing problem there are different types of vehicles and a given number of vehicles of each type. The resolution of this problem consists of assigning the customers to the existing vehicles and, in relation to each vehicle, defining the order of visiting each customer for the delivery or collection of goods. The objective is to minimize the total costs, satisfying customers’ requirements and visiting each customer exactly once. In this paper a tabu search algorithm is proposed and tested on several benchmark problems. The computational experiments show that the proposed algorithm produces high quality solutions within an acceptable computation time. Four new best solutions are reported for a set of test problems used in the literature.
publishDate 2011
dc.date.none.fl_str_mv 2011-01
2011-01-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/1822/16197
url http://hdl.handle.net/1822/16197
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 0305-0548
10.1016/j.cor.2010.04.008
http://www.sciencedirect.com/science/article/pii/S0305054810000924
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Elsevier
publisher.none.fl_str_mv Elsevier
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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