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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Main Authors: Wenyi Zhang, Zhengbing He, Wei Guan, Rui Ma
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2017-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC5567920?pdf=render
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author Wenyi Zhang
Zhengbing He
Wei Guan
Rui Ma
author_facet Wenyi Zhang
Zhengbing He
Wei Guan
Rui Ma
author_sort Wenyi Zhang
collection DOAJ
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 doaj.art-62b312c180a64192adbf42cf7983d0712022-12-21T19:25:06ZengPublic Library of Science (PLoS)PLoS ONE1932-62032017-01-01128e018313510.1371/journal.pone.0183135Selfish routing equilibrium in stochastic traffic network: A probability-dominant description.Wenyi ZhangZhengbing HeWei GuanRui MaThis 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.http://europepmc.org/articles/PMC5567920?pdf=render
spellingShingle Wenyi Zhang
Zhengbing He
Wei Guan
Rui Ma
Selfish routing equilibrium in stochastic traffic network: A probability-dominant description.
PLoS ONE
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
url http://europepmc.org/articles/PMC5567920?pdf=render
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AT zhengbinghe selfishroutingequilibriuminstochastictrafficnetworkaprobabilitydominantdescription
AT weiguan selfishroutingequilibriuminstochastictrafficnetworkaprobabilitydominantdescription
AT ruima selfishroutingequilibriuminstochastictrafficnetworkaprobabilitydominantdescription