A MODEL-BASED HEURISTIC FOR THE IRREGULAR STRIP PACKING PROBLEM
Autor(a) principal: | |
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Data de Publicação: | 2016 |
Outros Autores: | , |
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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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 |
_version_ |
1750318018129297408 |