Integrating matheuristics and metaheuristics for timetabling.

Detalhes bibliográficos
Autor(a) principal: Fonseca, George Henrique Godim da
Data de Publicação: 2016
Outros Autores: Santos, Haroldo Gambini, Carrano, Eduardo Gontijo
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFOP
Texto Completo: http://www.repositorio.ufop.br/handle/123456789/6974
https://doi.org/10.1016/j.cor.2016.04.016
Resumo: The High School Timetabling Problem requires the assignment of times and resources to events, while sets of required and desirable constraints must be considered. The most common approach for this problem is to employ metaheuristic methods. This work presents a matheuristic approach that combines a Variable Neighbourhood Search algorithm with mathematical programming-based neighbourhoods for high school timetabling. Computational experiments on well-known benchmark instances demonstrate the success of the proposed hybrid approach, which outperforms the standalone Variable Neighbour- hood Search algorithm by far. Additionally, the proposed algorithm was able to improve 15 out of 17 current best known solutions in a very famous benchmark set.
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spelling Fonseca, George Henrique Godim daSantos, Haroldo GambiniCarrano, Eduardo Gontijo2016-09-05T20:06:48Z2016-09-05T20:06:48Z2016FONSECA, G. H. G. da; SANTOS, H. G.; CARRANO, E. G. Integrating matheuristics and metaheuristics for timetabling. Computers & Operations Research, v. 1, p. 1-28, 2016. Disponível em: <http://www.sciencedirect.com/science/article/pii/S0305054816300879>. Acesso em: 07 ago. 2016.0305-0548http://www.repositorio.ufop.br/handle/123456789/6974https://doi.org/10.1016/j.cor.2016.04.016The High School Timetabling Problem requires the assignment of times and resources to events, while sets of required and desirable constraints must be considered. The most common approach for this problem is to employ metaheuristic methods. This work presents a matheuristic approach that combines a Variable Neighbourhood Search algorithm with mathematical programming-based neighbourhoods for high school timetabling. Computational experiments on well-known benchmark instances demonstrate the success of the proposed hybrid approach, which outperforms the standalone Variable Neighbour- hood Search algorithm by far. Additionally, the proposed algorithm was able to improve 15 out of 17 current best known solutions in a very famous benchmark set.O periódico Computers & Operations Research concede permissão para depósito deste artigo no Repositório Institucional da UFOP. Número da licença: 3926560954953.info:eu-repo/semantics/openAccessMatheuristicsMetaheuristicsTimetablingIntegrating matheuristics and metaheuristics for timetabling.info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleengreponame:Repositório Institucional da UFOPinstname:Universidade Federal de Ouro Preto (UFOP)instacron:UFOPLICENSElicense.txtlicense.txttext/plain; charset=utf-8924http://www.repositorio.ufop.br/bitstream/123456789/6974/2/license.txt62604f8d955274beb56c80ce1ee5dcaeMD52ORIGINALARTIGO_IntegratingMatheuristicsMetaheuristics.pdfARTIGO_IntegratingMatheuristicsMetaheuristics.pdfapplication/pdf1858820http://www.repositorio.ufop.br/bitstream/123456789/6974/1/ARTIGO_IntegratingMatheuristicsMetaheuristics.pdf3dc55bb65efb011bfc86500d641a0c22MD51123456789/69742019-10-14 10:23:22.786oai:localhost: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ório InstitucionalPUBhttp://www.repositorio.ufop.br/oai/requestrepositorio@ufop.edu.bropendoar:32332019-10-14T14:23:22Repositório Institucional da UFOP - Universidade Federal de Ouro Preto (UFOP)false
dc.title.pt_BR.fl_str_mv Integrating matheuristics and metaheuristics for timetabling.
title Integrating matheuristics and metaheuristics for timetabling.
spellingShingle Integrating matheuristics and metaheuristics for timetabling.
Fonseca, George Henrique Godim da
Matheuristics
Metaheuristics
Timetabling
title_short Integrating matheuristics and metaheuristics for timetabling.
title_full Integrating matheuristics and metaheuristics for timetabling.
title_fullStr Integrating matheuristics and metaheuristics for timetabling.
title_full_unstemmed Integrating matheuristics and metaheuristics for timetabling.
title_sort Integrating matheuristics and metaheuristics for timetabling.
author Fonseca, George Henrique Godim da
author_facet Fonseca, George Henrique Godim da
Santos, Haroldo Gambini
Carrano, Eduardo Gontijo
author_role author
author2 Santos, Haroldo Gambini
Carrano, Eduardo Gontijo
author2_role author
author
dc.contributor.author.fl_str_mv Fonseca, George Henrique Godim da
Santos, Haroldo Gambini
Carrano, Eduardo Gontijo
dc.subject.por.fl_str_mv Matheuristics
Metaheuristics
Timetabling
topic Matheuristics
Metaheuristics
Timetabling
description The High School Timetabling Problem requires the assignment of times and resources to events, while sets of required and desirable constraints must be considered. The most common approach for this problem is to employ metaheuristic methods. This work presents a matheuristic approach that combines a Variable Neighbourhood Search algorithm with mathematical programming-based neighbourhoods for high school timetabling. Computational experiments on well-known benchmark instances demonstrate the success of the proposed hybrid approach, which outperforms the standalone Variable Neighbour- hood Search algorithm by far. Additionally, the proposed algorithm was able to improve 15 out of 17 current best known solutions in a very famous benchmark set.
publishDate 2016
dc.date.accessioned.fl_str_mv 2016-09-05T20:06:48Z
dc.date.available.fl_str_mv 2016-09-05T20:06:48Z
dc.date.issued.fl_str_mv 2016
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.citation.fl_str_mv FONSECA, G. H. G. da; SANTOS, H. G.; CARRANO, E. G. Integrating matheuristics and metaheuristics for timetabling. Computers & Operations Research, v. 1, p. 1-28, 2016. Disponível em: <http://www.sciencedirect.com/science/article/pii/S0305054816300879>. Acesso em: 07 ago. 2016.
dc.identifier.uri.fl_str_mv http://www.repositorio.ufop.br/handle/123456789/6974
dc.identifier.issn.none.fl_str_mv 0305-0548
dc.identifier.doi.none.fl_str_mv https://doi.org/10.1016/j.cor.2016.04.016
identifier_str_mv FONSECA, G. H. G. da; SANTOS, H. G.; CARRANO, E. G. Integrating matheuristics and metaheuristics for timetabling. Computers & Operations Research, v. 1, p. 1-28, 2016. Disponível em: <http://www.sciencedirect.com/science/article/pii/S0305054816300879>. Acesso em: 07 ago. 2016.
0305-0548
url http://www.repositorio.ufop.br/handle/123456789/6974
https://doi.org/10.1016/j.cor.2016.04.016
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
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dc.source.none.fl_str_mv reponame:Repositório Institucional da UFOP
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