Comparative analysis of operation strategies in schedule design for a fixed bus route

被引:4
|
作者
Wu, Yinghui [1 ]
Tang, Jiafu [2 ]
Luo, Xinggang [1 ]
机构
[1] Northeastern Univ, Dept Syst Engn, Shenyang 110819, Peoples R China
[2] Dongbei Univ Finance & Econ, Coll Management Sci & Engn, Dalian 110625, Peoples R China
基金
中国国家自然科学基金;
关键词
transit schedule design; holding control strategy; drivers' schedule recovery; Monte Carlo method; TRANSIT OPERATIONS; ARRIVAL-TIME; SIMULATION; RELIABILITY; PREDICTION; POINTS; MODEL;
D O I
10.1111/itor.12114
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
This paper proposes a general model for the bus route schedule design (BRSD) problem considering the uncertainty in the bus travel times to minimize the expected total schedule deviation from a reliability standpoint. The preferences of bus operators are considered in the objective function. Based on the general model, four stochastic linear programming models are subsequently developed by successively incorporating different operation strategies; they include (1) no control strategy (NCS), (2) bus drivers' schedule recovery (DSR), (3) holding control strategy (HCS), and (4) both DSR and HCS (BRHS). Then, a Monte Carlo simulation based solution method is designed to solve these four models, respectively. Finally, numerical tests based on a real bus route are used for a comparative analysis of different operation strategies used in the BRSD. The results show that HCS and BRHS outperform other operation strategies in terms of the schedule deviation of the buses. Interestingly, HCS performs slightly better than BRHS when bus operators assume that later arrival at scheduled point is more harmful than earlier arrival. Compared to NCS, HCS can save objective function approximately 67.9% in all cases. In addition, operation strategies that could better fit a particular scenario are suggested.
引用
收藏
页码:545 / 562
页数:18
相关论文
共 50 条
  • [1] Robust optimization model of schedule design for a fixed bus route
    Yan, Yadan
    Meng, Qiang
    Wang, Shuaian
    Guo, Xiucheng
    [J]. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2012, 25 : 113 - 121
  • [2] Modeling the effects of integrated bus drivers' schedule recovery and holding control strategy on the bus route schedule design
    Wu, Yinghui
    Tang, Jiafu
    Tang, Qianyu Poppy
    [J]. 2014 11TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2014, : 432 - 437
  • [3] Planning of Fixed-Route Fixed-Schedule Feeder Service to Bus Stops in Rural India
    Das, Sudhanshu Sekhar
    Maitra, Bhargab
    Boltze, Manfred
    [J]. JOURNAL OF TRANSPORTATION ENGINEERING, 2012, 138 (10) : 1274 - 1281
  • [4] A simulation model of reliable schedule design for a fixed transit route
    Liu, G
    Wirasinghe, SC
    [J]. JOURNAL OF ADVANCED TRANSPORTATION, 2001, 35 (02) : 145 - 174
  • [5] Bus Route Design with a Bayesian Network Analysis of Bus Service Revenues
    Liu, Yi
    Jia, Yuanhua
    Feng, Xuesong
    Wu, Jiang
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2018, 2018
  • [6] Bus route and schedule optimisation using a genetic algorithm
    Dhonghaile, S. M. Ni
    O'Brien, E. J.
    [J]. Proceedings of The Seventh International Conference on the Application of Artificial Intelligence to Civil and Structural Engineering, 2003, : 81 - 82
  • [7] Risk-Based Transit Schedule Design for a Fixed Route from the View of Equity
    Zhao, Hui
    Zhang, Cuiping
    Gao, Ziyou
    Si, Bingfeng
    [J]. JOURNAL OF TRANSPORTATION ENGINEERING, 2013, 139 (11) : 1086 - 1094
  • [8] Customized bus route design with pickup and delivery and time windows: Model, case study and comparative analysis
    Chen, Xi
    Wang, Yinhai
    Wang, Yong
    Qu, Xiaobo
    Ma, Xiaolei
    [J]. Expert Systems with Applications, 2021, 168
  • [9] Customized bus route design with pickup and delivery and time windows: Model, case study and comparative analysis
    Chen, Xi
    Wang, Yinhai
    Wang, Yong
    Qu, Xiaobo
    Ma, Xiaolei
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2021, 168
  • [10] Modular route bus design - A method of meeting transport operation and vehicle manufacturing requirements
    Napper, Robbie
    [J]. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2014, 38 : 56 - 72