A MODEL-BASED HEURISTIC FOR THE IRREGULAR STRIP PACKING PROBLEM

Detalhes bibliográficos
Autor(a) principal: Cherri,Luiz Henrique
Data de Publicação: 2016
Outros Autores: Carravilla,Maria Antónia, Toledo,Franklina Maria Bragion
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Pesquisa operacional (Online)
Texto Completo: http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0101-74382016000300447
Resumo: ABSTRACT The irregular strip packing problem is a common variant of cutting and packing problems. Only a few exact methods have been proposed to solve this problem in the literature. However, several heuristics have been proposed to solve it. Despite the number of proposed heuristics, only a few methods that combine exact and heuristic approaches to solve the problem can be found in the literature. In this paper, a matheuristic is proposed to solve the irregular strip packing problem. The method has three phases in which exact mixed integer programming models from the literature are used to solve the sub-problems. The results show that the matheuristic is less dependent on the instance size and finds equal or better solutions in 87,5% of the cases in shorter computational times compared with the results of other models in the literature. Furthermore, the matheuristic is faster than other heuristics from the literature.
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spelling A MODEL-BASED HEURISTIC FOR THE IRREGULAR STRIP PACKING PROBLEMmatheuristicsirregular strip packingmixed integer programming modelsABSTRACT The irregular strip packing problem is a common variant of cutting and packing problems. Only a few exact methods have been proposed to solve this problem in the literature. However, several heuristics have been proposed to solve it. Despite the number of proposed heuristics, only a few methods that combine exact and heuristic approaches to solve the problem can be found in the literature. In this paper, a matheuristic is proposed to solve the irregular strip packing problem. The method has three phases in which exact mixed integer programming models from the literature are used to solve the sub-problems. The results show that the matheuristic is less dependent on the instance size and finds equal or better solutions in 87,5% of the cases in shorter computational times compared with the results of other models in the literature. Furthermore, the matheuristic is faster than other heuristics from the literature.Sociedade Brasileira de Pesquisa Operacional2016-12-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S0101-74382016000300447Pesquisa Operacional v.36 n.3 2016reponame:Pesquisa operacional (Online)instname:Sociedade Brasileira de Pesquisa Operacional (SOBRAPO)instacron:SOBRAPO10.1590/0101-7438.2016.036.03.0447info:eu-repo/semantics/openAccessCherri,Luiz HenriqueCarravilla,Maria AntóniaToledo,Franklina Maria Bragioneng2017-02-14T00:00:00Zoai:scielo:S0101-74382016000300447Revistahttp://www.scielo.br/popehttps://old.scielo.br/oai/scielo-oai.php||sobrapo@sobrapo.org.br1678-51420101-7438opendoar:2017-02-14T00:00Pesquisa operacional (Online) - Sociedade Brasileira de Pesquisa Operacional (SOBRAPO)false
dc.title.none.fl_str_mv A MODEL-BASED HEURISTIC FOR THE IRREGULAR STRIP PACKING PROBLEM
title A MODEL-BASED HEURISTIC FOR THE IRREGULAR STRIP PACKING PROBLEM
spellingShingle A MODEL-BASED HEURISTIC FOR THE IRREGULAR STRIP PACKING PROBLEM
Cherri,Luiz Henrique
matheuristics
irregular strip packing
mixed integer programming models
title_short A MODEL-BASED HEURISTIC FOR THE IRREGULAR STRIP PACKING PROBLEM
title_full A MODEL-BASED HEURISTIC FOR THE IRREGULAR STRIP PACKING PROBLEM
title_fullStr A MODEL-BASED HEURISTIC FOR THE IRREGULAR STRIP PACKING PROBLEM
title_full_unstemmed A MODEL-BASED HEURISTIC FOR THE IRREGULAR STRIP PACKING PROBLEM
title_sort A MODEL-BASED HEURISTIC FOR THE IRREGULAR STRIP PACKING PROBLEM
author Cherri,Luiz Henrique
author_facet Cherri,Luiz Henrique
Carravilla,Maria Antónia
Toledo,Franklina Maria Bragion
author_role author
author2 Carravilla,Maria Antónia
Toledo,Franklina Maria Bragion
author2_role author
author
dc.contributor.author.fl_str_mv Cherri,Luiz Henrique
Carravilla,Maria Antónia
Toledo,Franklina Maria Bragion
dc.subject.por.fl_str_mv matheuristics
irregular strip packing
mixed integer programming models
topic matheuristics
irregular strip packing
mixed integer programming models
description ABSTRACT The irregular strip packing problem is a common variant of cutting and packing problems. Only a few exact methods have been proposed to solve this problem in the literature. However, several heuristics have been proposed to solve it. Despite the number of proposed heuristics, only a few methods that combine exact and heuristic approaches to solve the problem can be found in the literature. In this paper, a matheuristic is proposed to solve the irregular strip packing problem. The method has three phases in which exact mixed integer programming models from the literature are used to solve the sub-problems. The results show that the matheuristic is less dependent on the instance size and finds equal or better solutions in 87,5% of the cases in shorter computational times compared with the results of other models in the literature. Furthermore, the matheuristic is faster than other heuristics from the literature.
publishDate 2016
dc.date.none.fl_str_mv 2016-12-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0101-74382016000300447
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0101-74382016000300447
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.1590/0101-7438.2016.036.03.0447
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv text/html
dc.publisher.none.fl_str_mv Sociedade Brasileira de Pesquisa Operacional
publisher.none.fl_str_mv Sociedade Brasileira de Pesquisa Operacional
dc.source.none.fl_str_mv Pesquisa Operacional v.36 n.3 2016
reponame:Pesquisa operacional (Online)
instname:Sociedade Brasileira de Pesquisa Operacional (SOBRAPO)
instacron:SOBRAPO
instname_str Sociedade Brasileira de Pesquisa Operacional (SOBRAPO)
instacron_str SOBRAPO
institution SOBRAPO
reponame_str Pesquisa operacional (Online)
collection Pesquisa operacional (Online)
repository.name.fl_str_mv Pesquisa operacional (Online) - Sociedade Brasileira de Pesquisa Operacional (SOBRAPO)
repository.mail.fl_str_mv ||sobrapo@sobrapo.org.br
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