The value of pre-trip information on departure time and route choice in the morning commute under stochastic traffic conditions

被引:23
作者
Han, Xiao [1 ,2 ]
Yu, Yun [2 ]
Gao, Zi-You [2 ]
Zhang, H. Michael [1 ]
机构
[1] Univ Calif Davis, Dept Civil & Environm Engn, Davis, CA 95616 USA
[2] Beijing Jiaotong Univ, Inst Transportat Syst Sci & Engn, Beijing 100044, Peoples R China
基金
中国国家自然科学基金;
关键词
Advanced traveler information system; Departure time choice; Route choice; Congestion; Stochastic bottleneck capacity; BOTTLENECK MODEL; BOUNDED RATIONALITY; TRAVEL INFORMATION; USER EQUILIBRIUM; ROAD TRANSPORT; CONGESTION; DECISIONS; CAPACITY; NETWORKS; BEHAVIOR;
D O I
10.1016/j.trb.2021.08.006
中图分类号
F [经济];
学科分类号
02 ;
摘要
Uncertainty in transportation systems can incur additional travel costs, but this adverse effect can be mitigated by providing travel information (Lindsey et al., 2014). It is not clear, however, if providing information always reduces system travel costs, particularly when the information provided is not one hundred percent accurate. This paper studies the welfare effects resulting from providing pre-trip information to morning commuters in a two-route network with bottlenecks, where the bottleneck capacity and free-flow travel time on each route are stochastic. We derive the expected travel costs at user equilibrium (UE) under stochastic conditions without and with pre-trip information first on one route, and later on two routes. Under this model, we examine how accurate and inaccurate information affect commuting costs. We find that full and accurate information is welfare-improving under stochastic bottleneck capacity and deterministic free-flow travel time. However, when bottleneck capacity and free-flow travel time are both stochastic, full and accurate information can be welfare-reducing for the two-route scenario. We show that the degree of correlation between routes in traffic conditions, the frequency and severity of bottleneck capacity drops, and the relationship between free-flow travel time and bottleneck capacity significantly affect the welfare effects of pre-trip information. Furthermore, when bottleneck capacity experiences severe drops, full information is more likely to be welfare-improving, even if the provided information is not completely accurate. These theoretical results are supplemented by numerical examples that show the welfare effects of providing pre-trip information to morning commuters.
引用
收藏
页码:205 / 226
页数:22
相关论文
共 51 条
[1]   Road congestion and incident duration [J].
Adler, Martin W. ;
van Ommeren, Jos ;
Rietveld, Piet .
ECONOMICS OF TRANSPORTATION, 2013, 2 (04) :109-118
[2]   Distributed Classification of Urban Congestion Using VANET [J].
Al Mallah, Ranwa ;
Quintero, Alejandro ;
Farooq, Bilal .
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2017, 18 (09) :2435-2442
[3]   DOES PROVIDING INFORMATION TO DRIVERS REDUCE TRAFFIC CONGESTION [J].
ARNOTT, R ;
DEPALMA, A ;
LINDSEY, R .
TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE, 1991, 25 (05) :309-318
[4]   Information and usage of free-access congestible facilities with stochastic capacity and demand [J].
Arnott, R ;
dePalma, A ;
Lindsey, R .
INTERNATIONAL ECONOMIC REVIEW, 1996, 37 (01) :181-203
[5]  
ARNOTT R, 1993, AM ECON REV, V83, P161
[6]   Information and time-of-usage decisions in the bottleneck model with stochastic capacity and demand [J].
Arnott, R ;
de Palma, A ;
Lindsey, R .
EUROPEAN ECONOMIC REVIEW, 1999, 43 (03) :525-548
[7]  
Arnott R., 1988, Center for Mathematical Studies in Economics and Management Science
[8]   Response to Travel Information: A Behavioural Review [J].
Ben-Elia, Eran ;
Avineri, Erel .
TRANSPORT REVIEWS, 2015, 35 (03) :352-377
[9]   Impact of congestion on greenhouse gas emissions for road transport in Mumbai metropolitan region [J].
Bharadwaj, Shashank ;
Ballare, Sudheer ;
Rohit ;
Chandel, Munish K. .
WORLD CONFERENCE ON TRANSPORT RESEARCH - WCTR 2016, 2017, 25 :3542-3555
[10]   Advanced traveller information systems under recurrent traffic conditions: Network equilibrium and stability [J].
Bifulco, Gennaro N. ;
Cantarella, Giulio E. ;
Simonelli, Fulvio ;
Velona, Pietro .
TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 2016, 92 :73-87