Route Choice Model Based on Game Theory for Commuters

The traffic behaviours of commuters may cause traffic congestion during peak hours. Advanced Traffic Information System can provide dynamic information to travellers. Due to the lack of timeliness and comprehensiveness, the provided information cannot satisfy the travellers’ needs. Since the assumpt...

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Main Authors: Licai Yang, Yunfeng Shi, Shenxue Hao, Lei Wu
Format: Article
Language:English
Published: University of Zagreb, Faculty of Transport and Traffic Sciences 2016-06-01
Series:Promet (Zagreb)
Subjects:
Online Access:https://traffic.fpz.hr/index.php/PROMTT/article/view/1727
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spelling doaj-7cf2fd3a343a45edb2f5c773b1dc77372020-11-24T23:41:36ZengUniversity of Zagreb, Faculty of Transport and Traffic SciencesPromet (Zagreb)0353-53201848-40692016-06-0128319520310.7307/ptt.v28i3.17271727Route Choice Model Based on Game Theory for CommutersLicai Yang0Yunfeng Shi1Shenxue Hao2Lei Wu3Shandong UniversitySchool of Control Science and Engineering, Shandong UniversitySchool of Control Science and Engineering, Shandong UniversityShandong UniversityThe traffic behaviours of commuters may cause traffic congestion during peak hours. Advanced Traffic Information System can provide dynamic information to travellers. Due to the lack of timeliness and comprehensiveness, the provided information cannot satisfy the travellers’ needs. Since the assumptions of traditional route choice model based on Expected Utility Theory conflict with the actual situation, a route choice model based on Game Theory is proposed to provide reliable route choice to commuters in actual situation in this paper. The proposed model treats the alternative routes as game players and utilizes the precision of predicted information and familiarity of traffic condition to build a game. The optimal route can be generated considering Nash Equilibrium by solving the route choice game. Simulations and experimental analysis show that the proposed model can describe the commuters’ routine route choice decision exactly and the provided route is reliable.https://traffic.fpz.hr/index.php/PROMTT/article/view/1727route choice modelgame theorycommutersreliabilitydynamic route guidance system
collection DOAJ
language English
format Article
sources DOAJ
author Licai Yang
Yunfeng Shi
Shenxue Hao
Lei Wu
spellingShingle Licai Yang
Yunfeng Shi
Shenxue Hao
Lei Wu
Route Choice Model Based on Game Theory for Commuters
Promet (Zagreb)
route choice model
game theory
commuters
reliability
dynamic route guidance system
author_facet Licai Yang
Yunfeng Shi
Shenxue Hao
Lei Wu
author_sort Licai Yang
title Route Choice Model Based on Game Theory for Commuters
title_short Route Choice Model Based on Game Theory for Commuters
title_full Route Choice Model Based on Game Theory for Commuters
title_fullStr Route Choice Model Based on Game Theory for Commuters
title_full_unstemmed Route Choice Model Based on Game Theory for Commuters
title_sort route choice model based on game theory for commuters
publisher University of Zagreb, Faculty of Transport and Traffic Sciences
series Promet (Zagreb)
issn 0353-5320
1848-4069
publishDate 2016-06-01
description The traffic behaviours of commuters may cause traffic congestion during peak hours. Advanced Traffic Information System can provide dynamic information to travellers. Due to the lack of timeliness and comprehensiveness, the provided information cannot satisfy the travellers’ needs. Since the assumptions of traditional route choice model based on Expected Utility Theory conflict with the actual situation, a route choice model based on Game Theory is proposed to provide reliable route choice to commuters in actual situation in this paper. The proposed model treats the alternative routes as game players and utilizes the precision of predicted information and familiarity of traffic condition to build a game. The optimal route can be generated considering Nash Equilibrium by solving the route choice game. Simulations and experimental analysis show that the proposed model can describe the commuters’ routine route choice decision exactly and the provided route is reliable.
topic route choice model
game theory
commuters
reliability
dynamic route guidance system
url https://traffic.fpz.hr/index.php/PROMTT/article/view/1727
work_keys_str_mv AT licaiyang routechoicemodelbasedongametheoryforcommuters
AT yunfengshi routechoicemodelbasedongametheoryforcommuters
AT shenxuehao routechoicemodelbasedongametheoryforcommuters
AT leiwu routechoicemodelbasedongametheoryforcommuters
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