An evolutionary algorithm for the capacitated arc routing problem

Detalhes bibliográficos
Autor(a) principal: Vianna, Dalessandro Soares
Data de Publicação: 2009
Outros Autores: Gomes, Roberta Claudino Barreto Pessanha
Tipo de documento: Artigo
Idioma: por
Título da fonte: Sistemas & Gestão
Texto Completo: https://www.revistasg.uff.br/sg/article/view/SGV1N2A2
Resumo: The Capacitated Arc Routing Problem (CARP) consists of visiting a subset of edges of the graph that describes the problem. CARP applications include urban waste collection and inspection of power lines. The CARP is NP-hard, even in the single-vehicle case (called Rural Postman Problem). In this case, the use of metaheuristics is an efficient solution strategy. This paper proposes a hybrid genetic algorithm for the CARP, which is tested on available instances of the literature. The results obtained until now show the effectiveness of the proposed algorithm when it is compared with lower bounds described in the literature.
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spelling An evolutionary algorithm for the capacitated arc routing problemAn evolutionary algorithm for the capacitated arc routing problemUm algoritmo evolutivo para o problema de roteamento em arcos capacitadosCapacitated arcRouting problemVehicle routingGenetic algorithmsCapacitated arcRouting problemVehicle routingGenetic algorithmsRoteamento de veículosArcos capacitadosAlgoritmos genéticosThe Capacitated Arc Routing Problem (CARP) consists of visiting a subset of edges of the graph that describes the problem. CARP applications include urban waste collection and inspection of power lines. The CARP is NP-hard, even in the single-vehicle case (called Rural Postman Problem). In this case, the use of metaheuristics is an efficient solution strategy. This paper proposes a hybrid genetic algorithm for the CARP, which is tested on available instances of the literature. The results obtained until now show the effectiveness of the proposed algorithm when it is compared with lower bounds described in the literature.The Capacitated Arc Routing Problem (CARP) consists of visiting a subset of edges of the graph that describes the problem. CARP applications include urban waste collection and inspection of power lines. The CARP is NP-hard, even in the single-vehicle case (called Rural Postman Problem). In this case, the use of metaheuristics is an efficient solution strategy. This paper proposes a hybrid genetic algorithm for the CARP, which is tested on available instances of the literature. The results obtained until now show the effectiveness of the proposed algorithm when it is compared with lower bounds described in the literature.  O problema de roteamento em arcos capacitados (Capacitated Arc Routing Problem - CARP) consiste em visitar um subconjunto de arestas do grafo que descreve o problema, atendendo às suas demandas. Aplicações possíveis para o CARP são a coleta de lixo urbano e a inspeção de linhas de força. O CARP é um problema NP-difícil, mesmo no caso onde existe apenas um veículo (chamado de Problema do Carteiro Rural). Neste caso, o uso de metaheurísticas surge como uma estratégia de solução eficiente.Este trabalho apresenta um algoritmo genético híbrido para o CARP, que é testado em instâncias disponíveis na literatura. Os resultados obtidos até o momento demonstram a eficiência do algoritmo proposto quando comparado com limites inferiores descritos na literatura.ABEC2009-05-27info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://www.revistasg.uff.br/sg/article/view/SGV1N2A210.7177/sg.2006.SGV1N2A2Sistemas & Gestão; v. 1 n. 2 (2006): Agosto/2006; 116-1311980-516010.7177/sg.2006.v1.n2reponame:Sistemas & Gestãoinstname:Universidade Federal Fluminense (UFF)instacron:UFFporhttps://www.revistasg.uff.br/sg/article/view/SGV1N2A2/15Copyright (c) 2015 Sistemas & Gestãoinfo:eu-repo/semantics/openAccessVianna, Dalessandro SoaresGomes, Roberta Claudino Barreto Pessanha2023-01-09T18:18:55Zoai:ojs.www.revistasg.uff.br:article/8Revistahttps://www.revistasg.uff.br/sgPUBhttps://www.revistasg.uff.br/sg/oai||sg.revista@gmail.com|| periodicos@proppi.uff.br1980-51601980-5160opendoar:2023-01-09T18:18:55Sistemas & Gestão - Universidade Federal Fluminense (UFF)false
dc.title.none.fl_str_mv An evolutionary algorithm for the capacitated arc routing problem
An evolutionary algorithm for the capacitated arc routing problem
Um algoritmo evolutivo para o problema de roteamento em arcos capacitados
title An evolutionary algorithm for the capacitated arc routing problem
spellingShingle An evolutionary algorithm for the capacitated arc routing problem
Vianna, Dalessandro Soares
Capacitated arc
Routing problem
Vehicle routing
Genetic algorithms
Capacitated arc
Routing problem
Vehicle routing
Genetic algorithms
Roteamento de veículos
Arcos capacitados
Algoritmos genéticos
title_short An evolutionary algorithm for the capacitated arc routing problem
title_full An evolutionary algorithm for the capacitated arc routing problem
title_fullStr An evolutionary algorithm for the capacitated arc routing problem
title_full_unstemmed An evolutionary algorithm for the capacitated arc routing problem
title_sort An evolutionary algorithm for the capacitated arc routing problem
author Vianna, Dalessandro Soares
author_facet Vianna, Dalessandro Soares
Gomes, Roberta Claudino Barreto Pessanha
author_role author
author2 Gomes, Roberta Claudino Barreto Pessanha
author2_role author
dc.contributor.author.fl_str_mv Vianna, Dalessandro Soares
Gomes, Roberta Claudino Barreto Pessanha
dc.subject.por.fl_str_mv Capacitated arc
Routing problem
Vehicle routing
Genetic algorithms
Capacitated arc
Routing problem
Vehicle routing
Genetic algorithms
Roteamento de veículos
Arcos capacitados
Algoritmos genéticos
topic Capacitated arc
Routing problem
Vehicle routing
Genetic algorithms
Capacitated arc
Routing problem
Vehicle routing
Genetic algorithms
Roteamento de veículos
Arcos capacitados
Algoritmos genéticos
description The Capacitated Arc Routing Problem (CARP) consists of visiting a subset of edges of the graph that describes the problem. CARP applications include urban waste collection and inspection of power lines. The CARP is NP-hard, even in the single-vehicle case (called Rural Postman Problem). In this case, the use of metaheuristics is an efficient solution strategy. This paper proposes a hybrid genetic algorithm for the CARP, which is tested on available instances of the literature. The results obtained until now show the effectiveness of the proposed algorithm when it is compared with lower bounds described in the literature.
publishDate 2009
dc.date.none.fl_str_mv 2009-05-27
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://www.revistasg.uff.br/sg/article/view/SGV1N2A2
10.7177/sg.2006.SGV1N2A2
url https://www.revistasg.uff.br/sg/article/view/SGV1N2A2
identifier_str_mv 10.7177/sg.2006.SGV1N2A2
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://www.revistasg.uff.br/sg/article/view/SGV1N2A2/15
dc.rights.driver.fl_str_mv Copyright (c) 2015 Sistemas & Gestão
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2015 Sistemas & Gestão
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv ABEC
publisher.none.fl_str_mv ABEC
dc.source.none.fl_str_mv Sistemas & Gestão; v. 1 n. 2 (2006): Agosto/2006; 116-131
1980-5160
10.7177/sg.2006.v1.n2
reponame:Sistemas & Gestão
instname:Universidade Federal Fluminense (UFF)
instacron:UFF
instname_str Universidade Federal Fluminense (UFF)
instacron_str UFF
institution UFF
reponame_str Sistemas & Gestão
collection Sistemas & Gestão
repository.name.fl_str_mv Sistemas & Gestão - Universidade Federal Fluminense (UFF)
repository.mail.fl_str_mv ||sg.revista@gmail.com|| periodicos@proppi.uff.br
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