Strip based compact formulation for two-dimensional guillotine cutting problems

Detalhes bibliográficos
Autor(a) principal: Rodrigues, Carlos Diego
Data de Publicação: 2023
Outros Autores: Cherri, Adriana Cristina [UNESP], de Araujo, Silvio Alexandre [UNESP]
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1016/j.cor.2022.106044
http://hdl.handle.net/11449/246102
Resumo: In this paper, we present a new mixed integer programming formulation for two-dimensional guillotine cutting and packing problems based on a strip decomposition of the rectangular spaces. The formulation covers most of the main related problems in the literature by setting parameters accordingly. The strip concept commonly used for problems with a limited number of stages (two or three stages) has been, in this study, extended to a general concept that can cover an arbitrary number of stages. Due to the easy adaptation of the proposed formulation, which is presented in both heuristic and exact version, an extensive set of computational experiments was performed with instances for the two-dimensional guillotine knapsack, cutting stock and bin packing problems. The experiments, which involve existing benchmark instances and randomly generated instances from the literature, showed that our proposed formulation, considering its heuristic version, can output competitive results both in terms of computational time and percentage of optimally solved instances.
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spelling Strip based compact formulation for two-dimensional guillotine cutting problemsGuillotine cutsMathematical modelingMixed-integer programmingTwo-dimensional cutting problemsIn this paper, we present a new mixed integer programming formulation for two-dimensional guillotine cutting and packing problems based on a strip decomposition of the rectangular spaces. The formulation covers most of the main related problems in the literature by setting parameters accordingly. The strip concept commonly used for problems with a limited number of stages (two or three stages) has been, in this study, extended to a general concept that can cover an arbitrary number of stages. Due to the easy adaptation of the proposed formulation, which is presented in both heuristic and exact version, an extensive set of computational experiments was performed with instances for the two-dimensional guillotine knapsack, cutting stock and bin packing problems. The experiments, which involve existing benchmark instances and randomly generated instances from the literature, showed that our proposed formulation, considering its heuristic version, can output competitive results both in terms of computational time and percentage of optimally solved instances.Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)Centro de Ciências Federal University of Ceará, Campus do Pici, Bloco 910Faculdade de Ciências University of the State of São Paulo (UNESP), Av. Eng. Luís Edmundo Carrijo Coube, 14-01 - Vargem LimpaInstituto de Biociências Letras e Ciências Exatas University of the State of São Paulo (UNESP), R. Cristóvão Colombo, 2265 - Jardim NazarethFaculdade de Ciências University of the State of São Paulo (UNESP), Av. Eng. Luís Edmundo Carrijo Coube, 14-01 - Vargem LimpaInstituto de Biociências Letras e Ciências Exatas University of the State of São Paulo (UNESP), R. Cristóvão Colombo, 2265 - Jardim NazarethFAPESP: 2013/07375-0FAPESP: 2016/01860-1CNPq: 303144/2014-9CNPq: 304144/2019-3CNPq: 305261/2018-5CNPq: 306558/2018-1CNPq: 317460/2021-8CNPq: 406335/2018-4CNPq: 421130/2018-0Federal University of CearáUniversidade Estadual Paulista (UNESP)Rodrigues, Carlos DiegoCherri, Adriana Cristina [UNESP]de Araujo, Silvio Alexandre [UNESP]2023-07-29T12:31:44Z2023-07-29T12:31:44Z2023-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.1016/j.cor.2022.106044Computers and Operations Research, v. 149.0305-0548http://hdl.handle.net/11449/24610210.1016/j.cor.2022.1060442-s2.0-85140061800Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengComputers and Operations Researchinfo:eu-repo/semantics/openAccess2023-07-29T12:31:44Zoai:repositorio.unesp.br:11449/246102Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462023-07-29T12:31:44Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Strip based compact formulation for two-dimensional guillotine cutting problems
title Strip based compact formulation for two-dimensional guillotine cutting problems
spellingShingle Strip based compact formulation for two-dimensional guillotine cutting problems
Rodrigues, Carlos Diego
Guillotine cuts
Mathematical modeling
Mixed-integer programming
Two-dimensional cutting problems
title_short Strip based compact formulation for two-dimensional guillotine cutting problems
title_full Strip based compact formulation for two-dimensional guillotine cutting problems
title_fullStr Strip based compact formulation for two-dimensional guillotine cutting problems
title_full_unstemmed Strip based compact formulation for two-dimensional guillotine cutting problems
title_sort Strip based compact formulation for two-dimensional guillotine cutting problems
author Rodrigues, Carlos Diego
author_facet Rodrigues, Carlos Diego
Cherri, Adriana Cristina [UNESP]
de Araujo, Silvio Alexandre [UNESP]
author_role author
author2 Cherri, Adriana Cristina [UNESP]
de Araujo, Silvio Alexandre [UNESP]
author2_role author
author
dc.contributor.none.fl_str_mv Federal University of Ceará
Universidade Estadual Paulista (UNESP)
dc.contributor.author.fl_str_mv Rodrigues, Carlos Diego
Cherri, Adriana Cristina [UNESP]
de Araujo, Silvio Alexandre [UNESP]
dc.subject.por.fl_str_mv Guillotine cuts
Mathematical modeling
Mixed-integer programming
Two-dimensional cutting problems
topic Guillotine cuts
Mathematical modeling
Mixed-integer programming
Two-dimensional cutting problems
description In this paper, we present a new mixed integer programming formulation for two-dimensional guillotine cutting and packing problems based on a strip decomposition of the rectangular spaces. The formulation covers most of the main related problems in the literature by setting parameters accordingly. The strip concept commonly used for problems with a limited number of stages (two or three stages) has been, in this study, extended to a general concept that can cover an arbitrary number of stages. Due to the easy adaptation of the proposed formulation, which is presented in both heuristic and exact version, an extensive set of computational experiments was performed with instances for the two-dimensional guillotine knapsack, cutting stock and bin packing problems. The experiments, which involve existing benchmark instances and randomly generated instances from the literature, showed that our proposed formulation, considering its heuristic version, can output competitive results both in terms of computational time and percentage of optimally solved instances.
publishDate 2023
dc.date.none.fl_str_mv 2023-07-29T12:31:44Z
2023-07-29T12:31:44Z
2023-01-01
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://dx.doi.org/10.1016/j.cor.2022.106044
Computers and Operations Research, v. 149.
0305-0548
http://hdl.handle.net/11449/246102
10.1016/j.cor.2022.106044
2-s2.0-85140061800
url http://dx.doi.org/10.1016/j.cor.2022.106044
http://hdl.handle.net/11449/246102
identifier_str_mv Computers and Operations Research, v. 149.
0305-0548
10.1016/j.cor.2022.106044
2-s2.0-85140061800
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Computers and Operations Research
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
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