Sequenciamento de máquinas paralelas não relacionadas com tempo de preparação dependentes da sequência e da máquina

Detalhes bibliográficos
Ano de defesa: 2015
Autor(a) principal: Débora Alves Ribeiro
Orientador(a): Não Informado pela instituição
Banca de defesa: Não Informado pela instituição
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Federal de Minas Gerais
Programa de Pós-Graduação: Não Informado pela instituição
Departamento: Não Informado pela instituição
País: Não Informado pela instituição
Palavras-chave em Português:
Link de acesso: https://hdl.handle.net/1843/BUBD-A47QH8
Resumo: Parallel machine scheduling researches are mostly concentrated on heuristics, because of their theoretical and challenging feature. Only few papers present exact approaches, and most of them are restricted to environment about identical parallel machine scheduling. This work studies a scheduling problem with unrelated parallel machines, sequence and machine dependent setup times. The objective function is minimize the total weighted completion times. This problem is not very explored in literature. There is a limited number of researches that study the problem from a heuristic point of view. Works that analyse the problem utilizing exact methods were not found. In this context, six mixed integer programing (MIP) scheduling formulations of the literature were adapted to the problem. This paper presents a new mathematical model. Due to the characteristics of the formulation developed, an algorithm variants based on the Benders decomposition method are presented to solve the problem. A logic-based Benders decomposition approach of the literature was adapted and compared with the algorithm previously mentioned. Computational results show that the new formulation have a better behavior than five of the six formulations found in the literature. About the two algorithms implemented, the first has a more attractive and behavior and both point out for the need of the more research involving exact methods.
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spelling Sequenciamento de máquinas paralelas não relacionadas com tempo de preparação dependentes da sequência e da máquinaMáquinasEngenharia de produçãode Decomposição de BendersTempos de preparaçãoMétodoMáquinas paralelas não relacionadasParallel machine scheduling researches are mostly concentrated on heuristics, because of their theoretical and challenging feature. Only few papers present exact approaches, and most of them are restricted to environment about identical parallel machine scheduling. This work studies a scheduling problem with unrelated parallel machines, sequence and machine dependent setup times. The objective function is minimize the total weighted completion times. This problem is not very explored in literature. There is a limited number of researches that study the problem from a heuristic point of view. Works that analyse the problem utilizing exact methods were not found. In this context, six mixed integer programing (MIP) scheduling formulations of the literature were adapted to the problem. This paper presents a new mathematical model. Due to the characteristics of the formulation developed, an algorithm variants based on the Benders decomposition method are presented to solve the problem. A logic-based Benders decomposition approach of the literature was adapted and compared with the algorithm previously mentioned. Computational results show that the new formulation have a better behavior than five of the six formulations found in the literature. About the two algorithms implemented, the first has a more attractive and behavior and both point out for the need of the more research involving exact methods.Universidade Federal de Minas Gerais2019-08-12T14:24:40Z2025-09-09T01:20:50Z2019-08-12T14:24:40Z2015-08-31info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttps://hdl.handle.net/1843/BUBD-A47QH8Débora Alves Ribeiroinfo:eu-repo/semantics/openAccessporreponame:Repositório Institucional da UFMGinstname:Universidade Federal de Minas Gerais (UFMG)instacron:UFMG2025-09-09T01:20:50Zoai:repositorio.ufmg.br:1843/BUBD-A47QH8Repositório InstitucionalPUBhttps://repositorio.ufmg.br/oairepositorio@ufmg.bropendoar:2025-09-09T01:20:50Repositório Institucional da UFMG - Universidade Federal de Minas Gerais (UFMG)false
dc.title.none.fl_str_mv Sequenciamento de máquinas paralelas não relacionadas com tempo de preparação dependentes da sequência e da máquina
title Sequenciamento de máquinas paralelas não relacionadas com tempo de preparação dependentes da sequência e da máquina
spellingShingle Sequenciamento de máquinas paralelas não relacionadas com tempo de preparação dependentes da sequência e da máquina
Débora Alves Ribeiro
Máquinas
Engenharia de produção
de Decomposição de Benders
Tempos de preparação
Método
Máquinas paralelas não relacionadas
title_short Sequenciamento de máquinas paralelas não relacionadas com tempo de preparação dependentes da sequência e da máquina
title_full Sequenciamento de máquinas paralelas não relacionadas com tempo de preparação dependentes da sequência e da máquina
title_fullStr Sequenciamento de máquinas paralelas não relacionadas com tempo de preparação dependentes da sequência e da máquina
title_full_unstemmed Sequenciamento de máquinas paralelas não relacionadas com tempo de preparação dependentes da sequência e da máquina
title_sort Sequenciamento de máquinas paralelas não relacionadas com tempo de preparação dependentes da sequência e da máquina
author Débora Alves Ribeiro
author_facet Débora Alves Ribeiro
author_role author
dc.contributor.author.fl_str_mv Débora Alves Ribeiro
dc.subject.por.fl_str_mv Máquinas
Engenharia de produção
de Decomposição de Benders
Tempos de preparação
Método
Máquinas paralelas não relacionadas
topic Máquinas
Engenharia de produção
de Decomposição de Benders
Tempos de preparação
Método
Máquinas paralelas não relacionadas
description Parallel machine scheduling researches are mostly concentrated on heuristics, because of their theoretical and challenging feature. Only few papers present exact approaches, and most of them are restricted to environment about identical parallel machine scheduling. This work studies a scheduling problem with unrelated parallel machines, sequence and machine dependent setup times. The objective function is minimize the total weighted completion times. This problem is not very explored in literature. There is a limited number of researches that study the problem from a heuristic point of view. Works that analyse the problem utilizing exact methods were not found. In this context, six mixed integer programing (MIP) scheduling formulations of the literature were adapted to the problem. This paper presents a new mathematical model. Due to the characteristics of the formulation developed, an algorithm variants based on the Benders decomposition method are presented to solve the problem. A logic-based Benders decomposition approach of the literature was adapted and compared with the algorithm previously mentioned. Computational results show that the new formulation have a better behavior than five of the six formulations found in the literature. About the two algorithms implemented, the first has a more attractive and behavior and both point out for the need of the more research involving exact methods.
publishDate 2015
dc.date.none.fl_str_mv 2015-08-31
2019-08-12T14:24:40Z
2019-08-12T14:24:40Z
2025-09-09T01:20:50Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://hdl.handle.net/1843/BUBD-A47QH8
url https://hdl.handle.net/1843/BUBD-A47QH8
dc.language.iso.fl_str_mv por
language por
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Minas Gerais
publisher.none.fl_str_mv Universidade Federal de Minas Gerais
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFMG
instname:Universidade Federal de Minas Gerais (UFMG)
instacron:UFMG
instname_str Universidade Federal de Minas Gerais (UFMG)
instacron_str UFMG
institution UFMG
reponame_str Repositório Institucional da UFMG
collection Repositório Institucional da UFMG
repository.name.fl_str_mv Repositório Institucional da UFMG - Universidade Federal de Minas Gerais (UFMG)
repository.mail.fl_str_mv repositorio@ufmg.br
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