Multi-objective optimal control formulations for bus service reliability with traffic signals

被引:61
作者
Chow, Andy H. F. [1 ]
Li, Shuai [1 ]
Zhong, Renxin [2 ]
机构
[1] UCL, Ctr Transport Studies, London WC1E 6BT, England
[2] Sun Yat Sen Univ, Res Ctr Intelligent Transportat Syst, Guangzhou 510006, Guangdong, Peoples R China
基金
中国国家自然科学基金;
关键词
Bus service reliability; Kinematic wave model; Hamilton Jacobi formulation; Multi-objective optimal control; Transit signal priority; CELL TRANSMISSION MODEL; VARIATIONAL FORMULATION; SCHEDULE RELIABILITY; PERFORMANCE ANALYSIS; KINEMATIC WAVES; HOLDING PROBLEM; PASSENGER WAIT; TRAVEL-TIME; FREQUENCY; STOPS;
D O I
10.1016/j.trb.2017.02.006
中图分类号
F [经济];
学科分类号
02 ;
摘要
This paper presents a set of optimal control formulations for maximising bus service reliability through deriving optimal adjustments on signal timings. The traffic dynamics is captured by an underlying kinematic wave model in Hamilton-Jacobi formulation. With traffic data collected through loop detectors and bus positioning devices, the control actions are carried out through adjusting signal timing plans according to short-term estimations of traffic flows and bus arrivals. We derive the optimality conditions of multi-objective control formulations and present an open loop solution algorithm. The proposed control system is applied to a test arterial developed based upon a real-world scenario in Central London, UK. It is found that the model is capable of regulating bus service reliability through utilising traffic signals while managing delays induced to surrounding traffic. The study generates new insights on managing bus service reliability in busy urban networks. (C) 2017 Elsevier Ltd. All rights reserved.
引用
收藏
页码:248 / 268
页数:21
相关论文
共 52 条
  • [1] A rolling-horizon quadratic-programming approach to the signal control problem in large-scale congested urban road networks
    Aboudolas, K.
    Papageorgiou, M.
    Kouvelas, A.
    Kosmatopoulos, E.
    [J]. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2010, 18 (05) : 680 - 694
  • [2] [Anonymous], 2007, DYNAMIC PROGRAMMING
  • [3] Argote-Cabanero J., 2016, TRANSPORT RES B-METH, V81, P146
  • [4] A self-coordinating bus route to resist bus bunching
    Bartholdi, John J., III
    Eisenstein, Donald D.
    [J]. TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 2012, 46 (04) : 481 - 491
  • [5] A real-time bus dispatching policy to minimize passenger wait on a high frequency route
    Berrebi, Simon J.
    Watkins, Kari E.
    Laval, Jorge A.
    [J]. TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 2015, 81 : 377 - 389
  • [6] SERVICE FREQUENCY, SCHEDULE RELIABILITY AND PASSENGER WAIT TIMES AT TRANSIT STOPS
    BOWMAN, LA
    [J]. TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE, 1981, 15 (06) : 465 - 471
  • [7] Boyd S, 2004, CONVEX OPTIMIZATION
  • [8] DEFICIT FUNCTION BUS SCHEDULING WITH DEADHEADING TRIP INSERTIONS FOR FLEET SIZE-REDUCTION
    CEDER, A
    STERN, HI
    [J]. TRANSPORTATION SCIENCE, 1981, 15 (04) : 338 - 363
  • [9] A Dynamic Spatial Weight Matrix and Localized Space-Time Autoregressive Integrated Moving Average for Network Modeling
    Cheng, Tao
    Wang, Jiaqiu
    Haworth, James
    Heydecker, Benjamin
    Chow, Andy
    [J]. GEOGRAPHICAL ANALYSIS, 2014, 46 (01) : 75 - 97
  • [10] Chow A. H. F., 2010, P 89 ANN M TRANSP RE