Optimization in the Scholar Scheduling Table: Exact, Heuristic and Mixed Methods

Detalhes bibliográficos
Autor(a) principal: Góes, Anderson Roges Teixeira
Data de Publicação: 2010
Outros Autores: Costa, Deise Maria Bertholdi, Steiner, Maria Teresinha Arns
Tipo de documento: Artigo
Idioma: por
Título da fonte: Sistemas & Gestão
Texto Completo: https://www.revistasg.uff.br/sg/article/view/V5N1A4
Resumo: At the beginning of a school year, in any educational institution, there is always a concerning about the distribution of the classes’ days and schedules for each one of their teachers. Besides all computational advances, the majority of schools still make the construction of the scholar scheduling table in a manual way, making this task too slow and inefficient. The goal of this paper is to present three techniques (exact, heuristic and mixed) which can find a solution that meets the pedagogical and operational constraints of the institutions, as well as the preferences of each teacher in relation to the classes’ days and schedules. In order to compare the techniques performances, it was developed a prototype for a scholar schedule of a municipal school located in Araucária, PR city. All the three methods utilized in this paper presented better results to the study case analyzed.
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spelling Optimization in the Scholar Scheduling Table: Exact, Heuristic and Mixed MethodsSelection of the proper tool to developing indicators’ panels for an insurance company: a multicriteria approachOtimização na programação de horários de professores/turmas: Modelo Matemático, Abordagem Heurística e Método Mistooptimization in the construction of the scholar tablelinear integer binary mathematical modelgenetic algorithmsoptimization in the construction of the scholar tablelinear integer binary mathematical modelgenetic algorithmsOtimização na construção da grade escolarModelo matemático de programação linear inteira bináriaAlgoritmos genéticosAt the beginning of a school year, in any educational institution, there is always a concerning about the distribution of the classes’ days and schedules for each one of their teachers. Besides all computational advances, the majority of schools still make the construction of the scholar scheduling table in a manual way, making this task too slow and inefficient. The goal of this paper is to present three techniques (exact, heuristic and mixed) which can find a solution that meets the pedagogical and operational constraints of the institutions, as well as the preferences of each teacher in relation to the classes’ days and schedules. In order to compare the techniques performances, it was developed a prototype for a scholar schedule of a municipal school located in Araucária, PR city. All the three methods utilized in this paper presented better results to the study case analyzed.At the beginning of a school year, in any educational institution, there is always a concerning about the distribution of the classes’ days and schedules for each one of their teachers. Besides all computational advances, the majority of schools still make the construction of the scholar scheduling table in a manual way, making this task too slow and inefficient. The goal of this paper is to present three techniques (exact, heuristic and mixed) which can find a solution that meets the pedagogical and operational constraints of the institutions, as well as the preferences of each teacher in relation to the classes’ days and schedules. In order to compare the techniques performances, it was developed a prototype for a scholar schedule of a municipal school located in Araucária, PR city. All the three methods utilized in this paper presented better results to the study case analyzed. No início do período letivo, em qualquer instituição de ensino, há sempre a preocupação com a distribuição de dias e horários de aulas para cada um de seus professores. Apesar de todo o avanço computacional, a maioria das escolas ainda realiza a construção da grade horária escolar de forma manual, tornando esta tarefa bastante demorada e ineficiente. O objetivo deste trabalho é apresentar três técnicas (modelo matemático, abordagem heurística e método misto) que encontrem uma solução que satisfaça as exigências pedagógicas e operacionais das instituições, assim como as preferências de cada professor com relação aos dias e horários de aulas. Com o objetivo de comparar o desempenho das técnicas, foi desenvolvido um protótipo para a construção da grade horária escolar de uma escola municipal da cidade de Araucária, PR. Todos os três métodos utilizados neste trabalho apresentaram resultados melhores do que o gerado manualmente para o estudo de caso abordado.ABEC2010-09-13info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://www.revistasg.uff.br/sg/article/view/V5N1A410.7177/sg.2010.V5N1A4Sistemas & Gestão; v. 5 n. 1 (2010): Abril/2010; 50-661980-516010.7177/sg.2010.v5.n1reponame:Sistemas & Gestãoinstname:Universidade Federal Fluminense (UFF)instacron:UFFporhttps://www.revistasg.uff.br/sg/article/view/V5N1A4/V5N1A4Copyright (c) 2015 Sistemas & Gestãoinfo:eu-repo/semantics/openAccessGóes, Anderson Roges TeixeiraCosta, Deise Maria BertholdiSteiner, Maria Teresinha Arns2023-01-09T18:18:56Zoai:ojs.www.revistasg.uff.br:article/107Revistahttps://www.revistasg.uff.br/sgPUBhttps://www.revistasg.uff.br/sg/oai||sg.revista@gmail.com|| periodicos@proppi.uff.br1980-51601980-5160opendoar:2023-01-09T18:18:56Sistemas & Gestão - Universidade Federal Fluminense (UFF)false
dc.title.none.fl_str_mv Optimization in the Scholar Scheduling Table: Exact, Heuristic and Mixed Methods
Selection of the proper tool to developing indicators’ panels for an insurance company: a multicriteria approach
Otimização na programação de horários de professores/turmas: Modelo Matemático, Abordagem Heurística e Método Misto
title Optimization in the Scholar Scheduling Table: Exact, Heuristic and Mixed Methods
spellingShingle Optimization in the Scholar Scheduling Table: Exact, Heuristic and Mixed Methods
Góes, Anderson Roges Teixeira
optimization in the construction of the scholar table
linear integer binary mathematical model
genetic algorithms
optimization in the construction of the scholar table
linear integer binary mathematical model
genetic algorithms
Otimização na construção da grade escolar
Modelo matemático de programação linear inteira binária
Algoritmos genéticos
title_short Optimization in the Scholar Scheduling Table: Exact, Heuristic and Mixed Methods
title_full Optimization in the Scholar Scheduling Table: Exact, Heuristic and Mixed Methods
title_fullStr Optimization in the Scholar Scheduling Table: Exact, Heuristic and Mixed Methods
title_full_unstemmed Optimization in the Scholar Scheduling Table: Exact, Heuristic and Mixed Methods
title_sort Optimization in the Scholar Scheduling Table: Exact, Heuristic and Mixed Methods
author Góes, Anderson Roges Teixeira
author_facet Góes, Anderson Roges Teixeira
Costa, Deise Maria Bertholdi
Steiner, Maria Teresinha Arns
author_role author
author2 Costa, Deise Maria Bertholdi
Steiner, Maria Teresinha Arns
author2_role author
author
dc.contributor.author.fl_str_mv Góes, Anderson Roges Teixeira
Costa, Deise Maria Bertholdi
Steiner, Maria Teresinha Arns
dc.subject.por.fl_str_mv optimization in the construction of the scholar table
linear integer binary mathematical model
genetic algorithms
optimization in the construction of the scholar table
linear integer binary mathematical model
genetic algorithms
Otimização na construção da grade escolar
Modelo matemático de programação linear inteira binária
Algoritmos genéticos
topic optimization in the construction of the scholar table
linear integer binary mathematical model
genetic algorithms
optimization in the construction of the scholar table
linear integer binary mathematical model
genetic algorithms
Otimização na construção da grade escolar
Modelo matemático de programação linear inteira binária
Algoritmos genéticos
description At the beginning of a school year, in any educational institution, there is always a concerning about the distribution of the classes’ days and schedules for each one of their teachers. Besides all computational advances, the majority of schools still make the construction of the scholar scheduling table in a manual way, making this task too slow and inefficient. The goal of this paper is to present three techniques (exact, heuristic and mixed) which can find a solution that meets the pedagogical and operational constraints of the institutions, as well as the preferences of each teacher in relation to the classes’ days and schedules. In order to compare the techniques performances, it was developed a prototype for a scholar schedule of a municipal school located in Araucária, PR city. All the three methods utilized in this paper presented better results to the study case analyzed.
publishDate 2010
dc.date.none.fl_str_mv 2010-09-13
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://www.revistasg.uff.br/sg/article/view/V5N1A4
10.7177/sg.2010.V5N1A4
url https://www.revistasg.uff.br/sg/article/view/V5N1A4
identifier_str_mv 10.7177/sg.2010.V5N1A4
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://www.revistasg.uff.br/sg/article/view/V5N1A4/V5N1A4
dc.rights.driver.fl_str_mv Copyright (c) 2015 Sistemas & Gestão
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2015 Sistemas & Gestão
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv ABEC
publisher.none.fl_str_mv ABEC
dc.source.none.fl_str_mv Sistemas & Gestão; v. 5 n. 1 (2010): Abril/2010; 50-66
1980-5160
10.7177/sg.2010.v5.n1
reponame:Sistemas & Gestão
instname:Universidade Federal Fluminense (UFF)
instacron:UFF
instname_str Universidade Federal Fluminense (UFF)
instacron_str UFF
institution UFF
reponame_str Sistemas & Gestão
collection Sistemas & Gestão
repository.name.fl_str_mv Sistemas & Gestão - Universidade Federal Fluminense (UFF)
repository.mail.fl_str_mv ||sg.revista@gmail.com|| periodicos@proppi.uff.br
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