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Selfish routing equilibrium in stochastic traffic network: A probability-dominant description

This paper suggests a probability-dominant user equilibrium (PdUE) model to describe the selfish routing equilibrium in a stochastic traffic network. At PdUE, travel demands are only assigned to the most dominant routes in the same origin-destination pair. A probability-dominant rerouting dynamic mo...

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Detalles Bibliográficos
Autores principales: Zhang, Wenyi, He, Zhengbing, Guan, Wei, Ma, Rui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5567920/
https://www.ncbi.nlm.nih.gov/pubmed/28829834
http://dx.doi.org/10.1371/journal.pone.0183135
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author Zhang, Wenyi
He, Zhengbing
Guan, Wei
Ma, Rui
author_facet Zhang, Wenyi
He, Zhengbing
Guan, Wei
Ma, Rui
author_sort Zhang, Wenyi
collection PubMed
description This paper suggests a probability-dominant user equilibrium (PdUE) model to describe the selfish routing equilibrium in a stochastic traffic network. At PdUE, travel demands are only assigned to the most dominant routes in the same origin-destination pair. A probability-dominant rerouting dynamic model is proposed to explain the behavioral mechanism of PdUE. To facilitate applications, the logit formula of PdUE is developed, of which a well-designed route set is not indispensable and the equivalent varitional inequality formation is simple. Two routing strategies, i.e., the probability-dominant strategy (PDS) and the dominant probability strategy (DPS), are discussed through a hypothetical experiment. It is found that, whether out of insurance or striving for perfection, PDS is a better choice than DPS. For more general cases, the conducted numerical tests lead to the same conclusion. These imply that PdUE (rather than the conventional stochastic user equilibrium) is a desirable selfish routing equilibrium for a stochastic network, given that the probability distributions of travel time are available to travelers.
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spelling pubmed-55679202017-09-09 Selfish routing equilibrium in stochastic traffic network: A probability-dominant description Zhang, Wenyi He, Zhengbing Guan, Wei Ma, Rui PLoS One Research Article This paper suggests a probability-dominant user equilibrium (PdUE) model to describe the selfish routing equilibrium in a stochastic traffic network. At PdUE, travel demands are only assigned to the most dominant routes in the same origin-destination pair. A probability-dominant rerouting dynamic model is proposed to explain the behavioral mechanism of PdUE. To facilitate applications, the logit formula of PdUE is developed, of which a well-designed route set is not indispensable and the equivalent varitional inequality formation is simple. Two routing strategies, i.e., the probability-dominant strategy (PDS) and the dominant probability strategy (DPS), are discussed through a hypothetical experiment. It is found that, whether out of insurance or striving for perfection, PDS is a better choice than DPS. For more general cases, the conducted numerical tests lead to the same conclusion. These imply that PdUE (rather than the conventional stochastic user equilibrium) is a desirable selfish routing equilibrium for a stochastic network, given that the probability distributions of travel time are available to travelers. Public Library of Science 2017-08-22 /pmc/articles/PMC5567920/ /pubmed/28829834 http://dx.doi.org/10.1371/journal.pone.0183135 Text en © 2017 Zhang et al 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
Zhang, Wenyi
He, Zhengbing
Guan, Wei
Ma, Rui
Selfish routing equilibrium in stochastic traffic network: A probability-dominant description
title Selfish routing equilibrium in stochastic traffic network: A probability-dominant description
title_full Selfish routing equilibrium in stochastic traffic network: A probability-dominant description
title_fullStr Selfish routing equilibrium in stochastic traffic network: A probability-dominant description
title_full_unstemmed Selfish routing equilibrium in stochastic traffic network: A probability-dominant description
title_short Selfish routing equilibrium in stochastic traffic network: A probability-dominant description
title_sort selfish routing equilibrium in stochastic traffic network: a probability-dominant description
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5567920/
https://www.ncbi.nlm.nih.gov/pubmed/28829834
http://dx.doi.org/10.1371/journal.pone.0183135
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