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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
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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. |
format | Online Article Text |
id | pubmed-6161883 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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