交通可靠性研究综述

摘要/Abstract

摘要： 多维、随机、动态是城市交通系统运行的本质特征，交通可靠性是将可靠性思想引入交通研究中，形成了分析复杂交通问题的一个重要方面. 针对交通可靠性，学术界展开了大量的研究，从理论到实践，从模型到算法，交通可靠性研究已经形成了初步的分析框架，但是目前尚缺乏这一领域的综述性文献. 本文从可靠性研究历程出发，综述了交通可靠性的概念、定义、基本理论和方法以及其在交通优化中的应用，最后对交通可靠性的研究进行了展望.

关键词: 交通工程, 交通运行, 可靠性, 出行者行为

Abstract: Multi-dimension, stochastic, and dynamic are essential nature of urban traffic operation. Traffic reliability introduces the idea of reliability into traffic research and is an important field of cause analysis of traffic problems. Considerable researches have been conducted on traffic reliability, covering from theory to practice, and from model to algorithm. There already exists a framework for reliability analysis. However, few comprehensive review literatures can be obtained. The goal of this paper is to fill this blank from describing of development of traffic reliability research. Basic definitions, theory, and methods are depicted accompanied with the application to traffic optimization. In the last section, the future development of traffic reliability research is concerned.

Key words: traffic engineering, traffic operation, reliability, traveler behavior

中图分类号:

U491

王殿海,祁宏生,徐程. 交通可靠性研究综述[J]. 交通运输系统工程与信息, 2010, 10(5): 12-21 .

WANG Dan-hai, QI Hong-sheng, XU Cheng . Reviewing Traffic Reliability Research[J]. Journal of Transportation Systems Engineering and Information Technology, 2010, 10(5): 12-21 .

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链接本文: http://www.tseit.org.cn/CN/abstract/abstract18030.shtml

http://www.tseit.org.cn/CN/Y2010/V10/I5/12

参考文献

［1］Siu B W Y, Lo H K. Doubly uncertain transportation network: Degradable capacity and stochastic demand［J］. European Journal of Operational Research, 2008, 191(1): 166-181. 
［2］Goodwin P B. A quality margin in transport［J］. Traffic Engineering and Control, 1992, 33(12): 661–665. 
［3］Sandler G H. System reliability engineering［M］. Englewood Cliffs, New Jersey: Prentice-Hall, 1963. 
［4］Du Z P, Nicholson A. Degradable transportation systems: Sensitivity and reliability analysis［J］. Transportation Research Part B: Methodological, 1997, 31(3): 225-237. 
［5］Du Z P, Nicholson A J. Degradable transportation systems: Performance, sensitivity and reliability analysis［R］. Civil Engineering Department, University of Canterbury, 1993. 
［6］Nicholson A, Du Z P. Degradable transportation systems: An integrated equilibrium model［J］. Transportation Research Part B: Methodological, 1997, 31(3): 209-223. 
［7］Chen A, et al. Capacity reliability of a road network: an assessment methodology and numerical results［J］. Transportation Research Part B: Methodological, 2002, 36(3): 225-252. 
［8］Al-Deek H, Emam E B. New methodology for estimating reliability in transportation networks with degraded link capacities［J］. Journal of Intelligent Transportation Systems, 2006, 10(3): 117 - 129 . 
［9］李志纯,等. 随机动态交通网络可靠度分析与评价［J］. 交通运输工程学报, 2008, 8(1): 700-706.［LI Z C , et al. Analysis and evaluation of reliability for stochastic and dynamic transport network［J］. Journal of Transportation Systems Engineering and Information Technology, 2008, 8(1): 700-706.］
［10］Chen A, Recker W. Considering risk taking behavior in travel time reliability［R］. California Partners for Advanced Transit and Highways (PATH), Research Reports: Paper UCB-ITS-PRR-2005-3. 
［11］Shao H, Lam W H K, Tam M L. A reliability-based stochastic traffic assignment model for network with multiple user classes under uncertainty in demand［J］. Networks and Spatial Economics, 2006, 6(3-4): 173-204. 
［12］Lo H K, Luo X W, Siu B W Y. Degradable transport network: Travel time budget of travelers with heterogeneous risk aversion［J］. Transportation Research Part B: Methodological, 2006, 40(9): 792-806. 
［13］Lo H K, Tung Y K. Network with degradable links: capacity analysis and design［J］. Transportation Research Part B: Methodological, 2003, 37(4): 345-363. 
［14］Noland R B. Commuter responses to travel time uncertainty under congested conditions: Expected costs and the provision of Information［J］. Journal of Urban Economics, 1997, 41(3): 377-406. 
［15］Brilon W J, Geistefeldt, Regler M. Reliability of freeway traffic flow a stochastic concept of capacity［C］// Proceedings of the 16th International Symposium on Transportation and Traffic Theory, College Park, Maryland: Elsevier,2005. 
［16］熊志华. 道路网行程时间可靠性基础理论与方法研究［D］. 北京: 北京交通大学, 2006.［XIONG Z H. Stydy on theory and method of travel time reliability about road network［D］. Beijing JiaoTong University, BeiJing, 2006.］
［17］Mine H, Kawai H. Mathmatics for reliability analysis［M］. Tokyo: Asakura-shoten, 1982. 
［18］Wakabayashi H, Iida Y. Upper and lower bounds of terminal reliability of road networks: an efficient method with Boolean algebra［J］. Journal of Natural Disaster Science, 1992, 14(1): 29-44. 
［19］Asakura Y, Kashiwadani M. Road network reliability caused by daily fluctuation of traffic flow［C］// in Proceedings of the 19th PTRC Summer Annual Meeting. 1991, Brighton. 
［20］Chen A, et al. A capacity related reliability for transportation network［J］. Journal of Advanced Transportation, 1999, 33(2): 183–200. 
［21］FHWA 2006 Travel time reliability: Making it there on time, All the Time http://www.ops.fhwa.dot.gov/publications/tt_reliability/ Accessed on 2006-01. 
［22］梁颖. 城市交通系统畅通可靠性分析与优化［D］. 北京: 北京工业大学.［LIANG Y. Urban transportation system unblocked reliability analysis and optimization［D］. Beijing University of Technology.］
［23］梁颖, 陈艳艳, 任福田. 城市路网畅通可靠性分析［J］. 公路交通科技, 2005(12): 105-108.［LIANG Y, CHEN Y Y, REN F T. Reliability analysis of urban road network mobility［J］. Journal of Highway and Transportation Research and Development, 2005(12): 105-108.］
［24］陈艳艳, 梁颖, 杜华兵. 可靠度在路网运营状态评价中的应用［J］. 土木工程学报, 2003, 36(1): 36-40.［CHEN Y Y, LIANG Y, DU H B. The application of reliability in the road network performance evaluation［J］. China CivilL Engineering Journal, 2003, 36(1): 36-40.］
［25］侯立文, 蒋馥. 基于路网可靠性的路网服务水平［J］. 系统工程理论方法应用, 2003(03): 941-945.［HOU L W, JIANG F. Study on reliable level of service to road network based on road network reliability［J］. Systems Engineering-theory Methodology Applications, 2003(03): 941-945.］
［26］况爱武, 黄中祥. 随机供求下的道路服务水平可靠性［J］. 系统工程, 2007(06): 61-66.［KUANG A W , HUANG Z X. On the service reliability in stochastic supply and demand［J］. Systems Engineering, 2007(06): 61-66.］
［27］Lo H K. A reliability framework for traffic signal control［C］// in Intelligent Transportation Systems, IEEE Transactions on. 2006. 
［28］赵惠祥. 城市轨道交通系统的运营安全性与可靠性研究［D］. 同济大学， 2006.［ZHAO H X. Study on operational safety and reliability of urban mass transit system［D］. TongJi University, 2006.］
［29］Wong K I, Bell M G H. An evaluation of reliability of taxi service quality［C］// The Second International Symposium on Transportation Network Reliability, Christchurch and Queenstown, New Zealand, 2004. 
［30］刘海旭. 城市交通网络可靠性研究［D］. 西南交通大学, 2004.［LIU H X. Study on the reliability of urban trasnportation networks［D］. SOuthEast JiaoTong University, 2004.］
［31］朱顺应, 等. 交通网络可靠度及其通路算法研究［J］. 中国公路学报, 2000, 13(1): 91-94.［ZHU S Y, et al. Research on traffic network reliability and access road algorithm［J］.China Journal of Highway and Transport, 2000, 13(1): 91-94.］
［32］张勇. 考虑路段关联失效的路网行程时间可靠性估计［J］. 土木工程学报, 2008(08).87-92.［ZHANG Y. Estimation of travel time r eliability in transportation networks with dependent link failures［J］. China Civil Engineering Journal, 2008(08): 87-92.］
［33］Knig A, Axhausen K W. The reliability of the transportation system and its influence on the choice behaviour ［C］// Swiss Transport Research Conference, Ascona: ETHZ, Institute of Transportation, Traffic, Highway- and Railway-Engineering, 2002. 
［34］陈晓明, 邵春福, 熊志华. 混合交通信号交叉口的通行能力可靠度［J］. 中国公路学报, 2008, 21(4): 99-105.［CHEN X M , SHAO C F , XIONG Z H. Reliability of signalized intersection capacity under mixed traffic［J］. China Journal of Highway and Transport, 2008. 21(4): 99-105. ］
［35］Lam W H K, XU G. A traffic flow simulator for network reliability assessment［J］. Journal of advanced transportation, 1999，33(2): 159-182. 
［36］Bell M G H. A game theory approach to measuring the performance reliability of transport networks ［J］. Transportation Research Part B: Methodological, 2000, 34(6): 533-545. 
［37］Bell M G H, Cassir C. Risk-averse user equilibrium traffic assignment: an application of game theory［J］. Transportation Research Part B: Methodological, 2002, 36(8): 671-681. 
［38］Abdel-Aty M, Kitamura R, Jovanis P. Investigating effect of travel time variability on route choice using repeated-measurement stated preference data［J］. Transportation Research Record, 1995, 1493: 39–45. 
［39］Abdel-Aty M A, Kitamura R, Jovanis P P. Using stated preference data for studying the effect of advanced traffic information on drivers’ route choice［J］. Transportation Research Part C: Emerging Technologies, 1997, 5(1): 39-50. 
［40］Chen A, Ji Z, Recker W. Travel time reliability with risk-sensitive travelers［J］. Transportation Research Record: Journal of the Transportation Research Board, 2007, 1783: 27-33. 
［41］Yin Y, Lam W H K, Ieda H. New technology and the modeling of risk-taking behavior in congested road networks［J］. Transportation Research, Part C, 2004, 12(3-4): 171-192. 
［42］Liu H X, et al. An analytical dynamic traffic assignment model with probabilistic travel times and perceptions ［R］. Center for Traffic Simulation Studies. Paper UCI-ITS-WP-01-14 ,2001. 
［43］Uchida T, Iida Y. Risk assignment: A new traffic assignment model considering the risk of travel time variation［C］// Proceedings of 12 th Transportation and Traffic Theory. 1993. Amsterdam: Elsevier. 
［44］Hall R W. Travel outcome and performance: The effect of uncertainty on accessibility［J］. Transportation Research Part B: Methodological, 1983, 17(4): 275-290. 
［45］Luo X W. Degradable transport networks［D］. Hong Kong: Hong Kong University of Science and Technology, 2004. 
［46］Szeto W Y, O’Brien L, O’Mahony M. Risk-averse traffic assignment with elastic demands: NCP formulation and solution method for assessing performance reliability［J］. Networks and Spatial Economics, 2006, 6(3-4): 313-332. 
［47］Lam T C, Small K A. The value of time and reliability: measurement from a value pricing experiment［J］. Transportation Research Part E: Logistics and Transportation Review, 2001, 37(2-3): 231-251. 
［48］Liu H X, et al. Analytical dynamic traffic assignment model with probabilistic travel times and perceptions［J］. Transportation Research Record: Journal of the Transportation Research Board, 2007, 1783: 125-133. 
［49］Lam W H, Zhang K N, Lo H K. A reliability-based user equilibrium model for traffic assignment in critical Infrastructure［M］. A.T. Murray and T.H. Grubesic, Editors. 2007, Springer Berlin Heidelberg: 151-171. 
［50］Park M, et al. Transportation network design considering travel time reliability［C］// in Intelligent Transportation Systems Conference, 2007, ITSC 2007. IEEE. 2007. 
［51］陈艳艳, 杜华兵, 梁颖. 城市路网畅通可靠度优化遗传算法［J］. 北京工业大学学报, 2003. 29(3): 334-337.［CHEN Y Y, DU H B, LIANG Y. Optimized genetic algorithm of urban road network unblocked reliability［J］. Journal of BeiJing University of Technoloy, 2003, 29(3): 334-337.］
［52］Yin Y, Ieda H. Optimal improvement scheme for network reliability［J］. Transportation Research Record: Journal of the Transportation Research Board, 2007, 1783(2002): 1-6. 
［53］Sumalee A, Kurauchi F. Network capacity reliability analysis considering traffic regulation after a major disaster ［J］. Networks and Spatial Economics, 2006, 6(3-4): 205-219. 
［54］Yin Y, Madanat S M. Developing optimal planning and management strategies for a robust highway system［R］. California Department of Transportation, 2005. 
［55］Ando N, Taniguchi E. Travel time reliability in vehicle routing and scheduling with time windows［J］. Networks and Spatial Economics, 2006, 6(3-4): 293-311. 
［56］Fan Y, Nie Y. Optimal routing for maximizing the travel time reliability ［J］. Networks and Spatial Economics, 2006,6(3-4): 333-344.

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