Strip based compact formulation for two-dimensional guillotine cutting problems
Autor(a) principal: | |
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Data de Publicação: | 2023 |
Outros Autores: | , |
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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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:29462024-08-05T22:45:20.023616Repositório 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) |
repository.mail.fl_str_mv |
|
_version_ |
1808129458824019968 |