Fraturas de caminhos ótimos

Detalhes bibliográficos
Ano de defesa: 2023
Autor(a) principal: Lima, André de Albuquerque
Orientador(a): Reis, Saulo Davi Soares e
Banca de defesa: Não Informado pela instituição
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Não Informado pela instituição
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: http://www.repositorio.ufc.br/handle/riufc/73545
Resumo: Traffic congestion in developed cities is a problem that causes financial and public health losses. The present work seeks through the OPC (Optimal Path Cracks) algorithm to understand which points are most vulnerable to the formation of congestion and which factors influence these vulnerabilities. OPC finds optimal paths and then blocks the site of greater weight along the way, in order to understand how the optimal paths of the network are rearranged as the sites of greater weight are blocked. For this, firstly, a review of Graph Theory is made, focusing on Dijkstra’s algorithm to find optimal paths in a network. Next, we apply the OPC model to the city of Fortaleza, with results compared to those found in the literature when the algorithm is applied to other cities, particularly Boston and Manhattan in New York. Furthermore, the obtained results indicate that the most vulnerable sections of the city are concentrated in 3,7% of the total segments. Thus, the algorithm was capable of identifying the sections where an intervention would be most effective in reducing congestion in the city, thereby demonstrating its viability for studying urban traffic.
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spelling Lima, André de AlbuquerqueReis, Saulo Davi Soares e2023-07-14T18:34:58Z2023-07-14T18:34:58Z2023LIMA, A. A. Fraturas de caminhos ótimos. 2023. 43 f. Dissertação (Mestrado em Física) – Centro de Ciências, Universidade Federal do Ceará, Fortaleza, 2023.http://www.repositorio.ufc.br/handle/riufc/73545Traffic congestion in developed cities is a problem that causes financial and public health losses. The present work seeks through the OPC (Optimal Path Cracks) algorithm to understand which points are most vulnerable to the formation of congestion and which factors influence these vulnerabilities. OPC finds optimal paths and then blocks the site of greater weight along the way, in order to understand how the optimal paths of the network are rearranged as the sites of greater weight are blocked. For this, firstly, a review of Graph Theory is made, focusing on Dijkstra’s algorithm to find optimal paths in a network. Next, we apply the OPC model to the city of Fortaleza, with results compared to those found in the literature when the algorithm is applied to other cities, particularly Boston and Manhattan in New York. Furthermore, the obtained results indicate that the most vulnerable sections of the city are concentrated in 3,7% of the total segments. Thus, the algorithm was capable of identifying the sections where an intervention would be most effective in reducing congestion in the city, thereby demonstrating its viability for studying urban traffic.O congestionamento no trânsito de cidades desenvolvidas é um problema que acarreta em prejuízos financeiros e de saúde pública. O presente trabalho procura por meio do algoritmo de Fraturas de Caminhos Ótimos ou OPC (Optimal Path Cracks) entender quais os pontos mais vulneráveis à formação de congestionamentos e quais fatores influenciam essas vulnerabilidades. O OPC encontra caminhos ótimos e então bloqueia o sítio de maior peso no caminho, a fim de entender como se reorganizam os caminhos ótimos da rede à medida que os sítios de maior peso são bloqueados. Para isso, primeiramente é feita uma revisão da Teoria de Grafos, com foco no algoritmo de Dijkstra para encontrar caminhos ótimos em uma rede. Em seguida, aplicamos o modelo de OPC à cidade de Fortaleza, com resultados comparados aos encontrados na literatura quando o algoritmo é aplicado a outras cidades, em particular Boston e Manhattan, em Nova Iorque. Vemos que a porção estudada do mapa de Fortaleza tem um número médio de segmentos bloqueados semelhante à Boston, além de uma distribuição semelhante de comprimentos de vias. Além disso, os resultados encontrados indicam que os trechos mais vulneráveis da cidade estão concentrados em 3,7% do total de segmentos. Desse modo, o algoritmo foi capaz de identificar em quais trechos uma intervenção seria mais efetiva para diminuir congestionamentos na cidade, comprovando sua viabilidade para o estudo do trânsito de cidades.Sistemas complexosTrânsito - congestionamentoCaminhos ótimosFraturas de caminhos ótimosinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisporreponame:Repositório Institucional da Universidade Federal do Ceará (UFC)instname:Universidade Federal do Ceará (UFC)instacron:UFCinfo:eu-repo/semantics/openAccessORIGINAL2023_dis_aalima.pdf2023_dis_aalima.pdfapplication/pdf11082677http://repositorio.ufc.br/bitstream/riufc/73545/3/2023_dis_aalima.pdf00a88c46c647befc35c837491e0cbe60MD53LICENSElicense.txtlicense.txttext/plain; charset=utf-81748http://repositorio.ufc.br/bitstream/riufc/73545/4/license.txt8a4605be74aa9ea9d79846c1fba20a33MD54riufc/735452023-12-12 08:08:36.852oai:repositorio.ufc.br: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Repositório InstitucionalPUBhttp://www.repositorio.ufc.br/ri-oai/requestbu@ufc.br || repositorio@ufc.bropendoar:2023-12-12T11:08:36Repositório Institucional da Universidade Federal do Ceará (UFC) - Universidade Federal do Ceará (UFC)false
dc.title.pt_BR.fl_str_mv Fraturas de caminhos ótimos
title Fraturas de caminhos ótimos
spellingShingle Fraturas de caminhos ótimos
Lima, André de Albuquerque
Sistemas complexos
Trânsito - congestionamento
Caminhos ótimos
title_short Fraturas de caminhos ótimos
title_full Fraturas de caminhos ótimos
title_fullStr Fraturas de caminhos ótimos
title_full_unstemmed Fraturas de caminhos ótimos
title_sort Fraturas de caminhos ótimos
author Lima, André de Albuquerque
author_facet Lima, André de Albuquerque
author_role author
dc.contributor.author.fl_str_mv Lima, André de Albuquerque
dc.contributor.advisor1.fl_str_mv Reis, Saulo Davi Soares e
contributor_str_mv Reis, Saulo Davi Soares e
dc.subject.por.fl_str_mv Sistemas complexos
Trânsito - congestionamento
Caminhos ótimos
topic Sistemas complexos
Trânsito - congestionamento
Caminhos ótimos
description Traffic congestion in developed cities is a problem that causes financial and public health losses. The present work seeks through the OPC (Optimal Path Cracks) algorithm to understand which points are most vulnerable to the formation of congestion and which factors influence these vulnerabilities. OPC finds optimal paths and then blocks the site of greater weight along the way, in order to understand how the optimal paths of the network are rearranged as the sites of greater weight are blocked. For this, firstly, a review of Graph Theory is made, focusing on Dijkstra’s algorithm to find optimal paths in a network. Next, we apply the OPC model to the city of Fortaleza, with results compared to those found in the literature when the algorithm is applied to other cities, particularly Boston and Manhattan in New York. Furthermore, the obtained results indicate that the most vulnerable sections of the city are concentrated in 3,7% of the total segments. Thus, the algorithm was capable of identifying the sections where an intervention would be most effective in reducing congestion in the city, thereby demonstrating its viability for studying urban traffic.
publishDate 2023
dc.date.accessioned.fl_str_mv 2023-07-14T18:34:58Z
dc.date.available.fl_str_mv 2023-07-14T18:34:58Z
dc.date.issued.fl_str_mv 2023
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.citation.fl_str_mv LIMA, A. A. Fraturas de caminhos ótimos. 2023. 43 f. Dissertação (Mestrado em Física) – Centro de Ciências, Universidade Federal do Ceará, Fortaleza, 2023.
dc.identifier.uri.fl_str_mv http://www.repositorio.ufc.br/handle/riufc/73545
identifier_str_mv LIMA, A. A. Fraturas de caminhos ótimos. 2023. 43 f. Dissertação (Mestrado em Física) – Centro de Ciências, Universidade Federal do Ceará, Fortaleza, 2023.
url http://www.repositorio.ufc.br/handle/riufc/73545
dc.language.iso.fl_str_mv por
language por
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 Universidade Federal do Ceará (UFC)
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reponame_str Repositório Institucional da Universidade Federal do Ceará (UFC)
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