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An optimization approach for freeway network coordinated traffic control and route guidance

Traffic congestion in freeway network is a prevalent transportation problem and leads to a strong degradation of freeway network facilities. This paper proposes a new coordinated optimization approach for freeway network, aiming to relieve the traffic congestion in freeway network equipped with the...

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Detalles Bibliográficos
Autores principales: Ma, Minghui, Liang, Shidong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6161883/
https://www.ncbi.nlm.nih.gov/pubmed/30265696
http://dx.doi.org/10.1371/journal.pone.0204255
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author Ma, Minghui
Liang, Shidong
author_facet Ma, Minghui
Liang, Shidong
author_sort Ma, Minghui
collection PubMed
description Traffic congestion in freeway network is a prevalent transportation problem and leads to a strong degradation of freeway network facilities. This paper proposes a new coordinated optimization approach for freeway network, aiming to relieve the traffic congestion in freeway network equipped with the coordinated traffic controllers. The challenge is how to solve the problem between the traffic control goals of each path and those of the network. In this paper, the bi-level programming theory is used to address this problem. More exactly, in the path level, the optimal control model is designed to relieve congestion in each path of the test network. Furthermore, in the network level, the optimal model considers the traffic equilibrium and cost optimization. The efficiency of the proposed approach is tested on a well-known traffic network calibrated by the field test data of freeway network. The results show that the proposed approach has positive effects in balancing traffic load and improving the service level of freeway networks.
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spelling pubmed-61618832018-10-19 An optimization approach for freeway network coordinated traffic control and route guidance Ma, Minghui Liang, Shidong PLoS One Research Article Traffic congestion in freeway network is a prevalent transportation problem and leads to a strong degradation of freeway network facilities. This paper proposes a new coordinated optimization approach for freeway network, aiming to relieve the traffic congestion in freeway network equipped with the coordinated traffic controllers. The challenge is how to solve the problem between the traffic control goals of each path and those of the network. In this paper, the bi-level programming theory is used to address this problem. More exactly, in the path level, the optimal control model is designed to relieve congestion in each path of the test network. Furthermore, in the network level, the optimal model considers the traffic equilibrium and cost optimization. The efficiency of the proposed approach is tested on a well-known traffic network calibrated by the field test data of freeway network. The results show that the proposed approach has positive effects in balancing traffic load and improving the service level of freeway networks. Public Library of Science 2018-09-28 /pmc/articles/PMC6161883/ /pubmed/30265696 http://dx.doi.org/10.1371/journal.pone.0204255 Text en © 2018 Ma, Liang http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Ma, Minghui
Liang, Shidong
An optimization approach for freeway network coordinated traffic control and route guidance
title An optimization approach for freeway network coordinated traffic control and route guidance
title_full An optimization approach for freeway network coordinated traffic control and route guidance
title_fullStr An optimization approach for freeway network coordinated traffic control and route guidance
title_full_unstemmed An optimization approach for freeway network coordinated traffic control and route guidance
title_short An optimization approach for freeway network coordinated traffic control and route guidance
title_sort optimization approach for freeway network coordinated traffic control and route guidance
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6161883/
https://www.ncbi.nlm.nih.gov/pubmed/30265696
http://dx.doi.org/10.1371/journal.pone.0204255
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