Proposal of a method for routing school buses in a small-sized county

Detalhes bibliográficos
Autor(a) principal: Muzulon, Nádya Zanin
Data de Publicação: 2022
Outros Autores: Ferrari, Guilherme Neto, Turra, Arthur Eduardo, Leal, Gislaine Camila Lapasini, Lima, Rafael Henrique Palma
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Acta scientiarum. Technology (Online)
Texto Completo: http://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/58638
Resumo: The School Bus Routing Problem (SBRP) is widely discussed in the operations research literature and can be solved by several exact methods and heuristics. This problem seeks to designate the most efficient routes for a fleet of school buses, minimizing the total distance covered and considering variables such as bus stop locations, number of passengers, and the assigned destination for each of them. This study aims at solving a real case SBRP of a small-sized county located in the state of Paraná. The proposed method is based on the Capacitated Vehicle Routing Problem (CVRP) and Travelling Salesman Problem (TSP) combined with a heuristic correction that guarantees sequence constraints, in which the student has to be collected before visiting their destination school. It was possible to obtain two routes of 30.76 km and 17.42 km respectively and both with the total vehicles’ capacity of 24 students, which corresponds to the reduction of about 10% in the daily distance covered by two buses.
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spelling Proposal of a method for routing school buses in a small-sized countyProposal of a method for routing school buses in a small-sized countyschool bus routing problem; vehicle routing problem; minimum path.school bus routing problem; vehicle routing problem; minimum path.The School Bus Routing Problem (SBRP) is widely discussed in the operations research literature and can be solved by several exact methods and heuristics. This problem seeks to designate the most efficient routes for a fleet of school buses, minimizing the total distance covered and considering variables such as bus stop locations, number of passengers, and the assigned destination for each of them. This study aims at solving a real case SBRP of a small-sized county located in the state of Paraná. The proposed method is based on the Capacitated Vehicle Routing Problem (CVRP) and Travelling Salesman Problem (TSP) combined with a heuristic correction that guarantees sequence constraints, in which the student has to be collected before visiting their destination school. It was possible to obtain two routes of 30.76 km and 17.42 km respectively and both with the total vehicles’ capacity of 24 students, which corresponds to the reduction of about 10% in the daily distance covered by two buses.The School Bus Routing Problem (SBRP) is widely discussed in the operations research literature and can be solved by several exact methods and heuristics. This problem seeks to designate the most efficient routes for a fleet of school buses, minimizing the total distance covered and considering variables such as bus stop locations, number of passengers, and the assigned destination for each of them. This study aims at solving a real case SBRP of a small-sized county located in the state of Paraná. The proposed method is based on the Capacitated Vehicle Routing Problem (CVRP) and Travelling Salesman Problem (TSP) combined with a heuristic correction that guarantees sequence constraints, in which the student has to be collected before visiting their destination school. It was possible to obtain two routes of 30.76 km and 17.42 km respectively and both with the total vehicles’ capacity of 24 students, which corresponds to the reduction of about 10% in the daily distance covered by two buses.Universidade Estadual De Maringá2022-05-25info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttp://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/5863810.4025/actascitechnol.v44i1.58638Acta Scientiarum. Technology; Vol 44 (2022): Publicação contínua; e58638Acta Scientiarum. Technology; v. 44 (2022): Publicação contínua; e586381806-25631807-8664reponame:Acta scientiarum. Technology (Online)instname:Universidade Estadual de Maringá (UEM)instacron:UEMenghttp://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/58638/751375154276Copyright (c) 2022 Acta Scientiarum. Technologyhttp://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessMuzulon, Nádya Zanin Ferrari, Guilherme Neto Turra, Arthur Eduardo Leal, Gislaine Camila LapasiniLima, Rafael Henrique Palma 2022-06-07T11:47:34Zoai:periodicos.uem.br/ojs:article/58638Revistahttps://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/indexPUBhttps://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/oai||actatech@uem.br1807-86641806-2563opendoar:2022-06-07T11:47:34Acta scientiarum. Technology (Online) - Universidade Estadual de Maringá (UEM)false
dc.title.none.fl_str_mv Proposal of a method for routing school buses in a small-sized county
Proposal of a method for routing school buses in a small-sized county
title Proposal of a method for routing school buses in a small-sized county
spellingShingle Proposal of a method for routing school buses in a small-sized county
Muzulon, Nádya Zanin
school bus routing problem; vehicle routing problem; minimum path.
school bus routing problem; vehicle routing problem; minimum path.
title_short Proposal of a method for routing school buses in a small-sized county
title_full Proposal of a method for routing school buses in a small-sized county
title_fullStr Proposal of a method for routing school buses in a small-sized county
title_full_unstemmed Proposal of a method for routing school buses in a small-sized county
title_sort Proposal of a method for routing school buses in a small-sized county
author Muzulon, Nádya Zanin
author_facet Muzulon, Nádya Zanin
Ferrari, Guilherme Neto
Turra, Arthur Eduardo
Leal, Gislaine Camila Lapasini
Lima, Rafael Henrique Palma
author_role author
author2 Ferrari, Guilherme Neto
Turra, Arthur Eduardo
Leal, Gislaine Camila Lapasini
Lima, Rafael Henrique Palma
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Muzulon, Nádya Zanin
Ferrari, Guilherme Neto
Turra, Arthur Eduardo
Leal, Gislaine Camila Lapasini
Lima, Rafael Henrique Palma
dc.subject.por.fl_str_mv school bus routing problem; vehicle routing problem; minimum path.
school bus routing problem; vehicle routing problem; minimum path.
topic school bus routing problem; vehicle routing problem; minimum path.
school bus routing problem; vehicle routing problem; minimum path.
description The School Bus Routing Problem (SBRP) is widely discussed in the operations research literature and can be solved by several exact methods and heuristics. This problem seeks to designate the most efficient routes for a fleet of school buses, minimizing the total distance covered and considering variables such as bus stop locations, number of passengers, and the assigned destination for each of them. This study aims at solving a real case SBRP of a small-sized county located in the state of Paraná. The proposed method is based on the Capacitated Vehicle Routing Problem (CVRP) and Travelling Salesman Problem (TSP) combined with a heuristic correction that guarantees sequence constraints, in which the student has to be collected before visiting their destination school. It was possible to obtain two routes of 30.76 km and 17.42 km respectively and both with the total vehicles’ capacity of 24 students, which corresponds to the reduction of about 10% in the daily distance covered by two buses.
publishDate 2022
dc.date.none.fl_str_mv 2022-05-25
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
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format article
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dc.identifier.uri.fl_str_mv http://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/58638
10.4025/actascitechnol.v44i1.58638
url http://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/58638
identifier_str_mv 10.4025/actascitechnol.v44i1.58638
dc.language.iso.fl_str_mv eng
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dc.relation.none.fl_str_mv http://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/58638/751375154276
dc.rights.driver.fl_str_mv Copyright (c) 2022 Acta Scientiarum. Technology
http://creativecommons.org/licenses/by/4.0
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rights_invalid_str_mv Copyright (c) 2022 Acta Scientiarum. Technology
http://creativecommons.org/licenses/by/4.0
eu_rights_str_mv openAccess
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dc.publisher.none.fl_str_mv Universidade Estadual De Maringá
publisher.none.fl_str_mv Universidade Estadual De Maringá
dc.source.none.fl_str_mv Acta Scientiarum. Technology; Vol 44 (2022): Publicação contínua; e58638
Acta Scientiarum. Technology; v. 44 (2022): Publicação contínua; e58638
1806-2563
1807-8664
reponame:Acta scientiarum. Technology (Online)
instname:Universidade Estadual de Maringá (UEM)
instacron:UEM
instname_str Universidade Estadual de Maringá (UEM)
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institution UEM
reponame_str Acta scientiarum. Technology (Online)
collection Acta scientiarum. Technology (Online)
repository.name.fl_str_mv Acta scientiarum. Technology (Online) - Universidade Estadual de Maringá (UEM)
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