A hybrid heuristic for the multi-plant capacitated lot sizing problem with setup carry-over

Detalhes bibliográficos
Autor(a) principal: Nascimento,Mariá C. V.
Data de Publicação: 2008
Outros Autores: Toledo,Franklina M. B.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Journal of the Brazilian Computer Society
Texto Completo: http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0104-65002008000400002
Resumo: This paper addresses the capacitated lot sizing problem (CLSP) with a single stage composed of multiple plants, items and periods with setup carry-over among the periods. The CLSP is well studied and many heuristics have been proposed to solve it. Nevertheless, few researches explored the multi-plant capacitated lot sizing problem (MPCLSP), which means that few solution methods were proposed to solve it. Furthermore, to our knowledge, no study of the MPCLSP with setup carry-over was found in the literature. This paper presents a mathematical model and a GRASP (Greedy Randomized Adaptive Search Procedure) with path relinking to the MPCLSP with setup carry-over. This solution method is an extension and adaptation of a previously adopted methodology without the setup carry-over. Computational tests showed that the improvement of the setup carry-over is significant in terms of the solution value with a low increase in computational time.
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spelling A hybrid heuristic for the multi-plant capacitated lot sizing problem with setup carry-overGRASPpath relinkinglot sizingmultiplantcarry-overThis paper addresses the capacitated lot sizing problem (CLSP) with a single stage composed of multiple plants, items and periods with setup carry-over among the periods. The CLSP is well studied and many heuristics have been proposed to solve it. Nevertheless, few researches explored the multi-plant capacitated lot sizing problem (MPCLSP), which means that few solution methods were proposed to solve it. Furthermore, to our knowledge, no study of the MPCLSP with setup carry-over was found in the literature. This paper presents a mathematical model and a GRASP (Greedy Randomized Adaptive Search Procedure) with path relinking to the MPCLSP with setup carry-over. This solution method is an extension and adaptation of a previously adopted methodology without the setup carry-over. Computational tests showed that the improvement of the setup carry-over is significant in terms of the solution value with a low increase in computational time.Sociedade Brasileira de Computação2008-12-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S0104-65002008000400002Journal of the Brazilian Computer Society v.14 n.4 2008reponame:Journal of the Brazilian Computer Societyinstname:Sociedade Brasileira de Computação (SBC)instacron:UFRGS10.1007/BF03192568info:eu-repo/semantics/openAccessNascimento,Mariá C. V.Toledo,Franklina M. B.eng2009-03-09T00:00:00Zoai:scielo:S0104-65002008000400002Revistahttps://journal-bcs.springeropen.com/PUBhttps://old.scielo.br/oai/scielo-oai.phpjbcs@icmc.sc.usp.br1678-48040104-6500opendoar:2009-03-09T00:00Journal of the Brazilian Computer Society - Sociedade Brasileira de Computação (SBC)false
dc.title.none.fl_str_mv A hybrid heuristic for the multi-plant capacitated lot sizing problem with setup carry-over
title A hybrid heuristic for the multi-plant capacitated lot sizing problem with setup carry-over
spellingShingle A hybrid heuristic for the multi-plant capacitated lot sizing problem with setup carry-over
Nascimento,Mariá C. V.
GRASP
path relinking
lot sizing
multiplant
carry-over
title_short A hybrid heuristic for the multi-plant capacitated lot sizing problem with setup carry-over
title_full A hybrid heuristic for the multi-plant capacitated lot sizing problem with setup carry-over
title_fullStr A hybrid heuristic for the multi-plant capacitated lot sizing problem with setup carry-over
title_full_unstemmed A hybrid heuristic for the multi-plant capacitated lot sizing problem with setup carry-over
title_sort A hybrid heuristic for the multi-plant capacitated lot sizing problem with setup carry-over
author Nascimento,Mariá C. V.
author_facet Nascimento,Mariá C. V.
Toledo,Franklina M. B.
author_role author
author2 Toledo,Franklina M. B.
author2_role author
dc.contributor.author.fl_str_mv Nascimento,Mariá C. V.
Toledo,Franklina M. B.
dc.subject.por.fl_str_mv GRASP
path relinking
lot sizing
multiplant
carry-over
topic GRASP
path relinking
lot sizing
multiplant
carry-over
description This paper addresses the capacitated lot sizing problem (CLSP) with a single stage composed of multiple plants, items and periods with setup carry-over among the periods. The CLSP is well studied and many heuristics have been proposed to solve it. Nevertheless, few researches explored the multi-plant capacitated lot sizing problem (MPCLSP), which means that few solution methods were proposed to solve it. Furthermore, to our knowledge, no study of the MPCLSP with setup carry-over was found in the literature. This paper presents a mathematical model and a GRASP (Greedy Randomized Adaptive Search Procedure) with path relinking to the MPCLSP with setup carry-over. This solution method is an extension and adaptation of a previously adopted methodology without the setup carry-over. Computational tests showed that the improvement of the setup carry-over is significant in terms of the solution value with a low increase in computational time.
publishDate 2008
dc.date.none.fl_str_mv 2008-12-01
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=S0104-65002008000400002
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0104-65002008000400002
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.1007/BF03192568
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 Computação
publisher.none.fl_str_mv Sociedade Brasileira de Computação
dc.source.none.fl_str_mv Journal of the Brazilian Computer Society v.14 n.4 2008
reponame:Journal of the Brazilian Computer Society
instname:Sociedade Brasileira de Computação (SBC)
instacron:UFRGS
instname_str Sociedade Brasileira de Computação (SBC)
instacron_str UFRGS
institution UFRGS
reponame_str Journal of the Brazilian Computer Society
collection Journal of the Brazilian Computer Society
repository.name.fl_str_mv Journal of the Brazilian Computer Society - Sociedade Brasileira de Computação (SBC)
repository.mail.fl_str_mv jbcs@icmc.sc.usp.br
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