Optimization for Feeder Bus Route Model Design with Station Transfer

被引:10
|
作者
Cao, Yi [1 ]
Jiang, Dandan [1 ]
Wang, Shan [1 ]
机构
[1] Dalian Jiaotong Univ, Sch Transportat Engn, Dalian 116028, Peoples R China
基金
中国国家自然科学基金;
关键词
traffic engineering; route optimization; genetic algorithm; feeder bus; station transfer; NETWORK DESIGN; COORDINATION;
D O I
10.3390/su14052780
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
To fully take the advantages of conventional bus and subway, and to maximize the overall feeder efficiency of the public transport system, the topic of feeder bus route optimization is studied in this paper. Considering the origin destination demand of passenger flow between subway stations and bus stations and transfer characteristics, the objective function is established with the minimum sum of bus operation cost and passenger travel cost. Taking into account the integrity of the feeder bus route, the rationality of the route, the route capacity and the station transfer factors, the constraints of the optimization model are constructed. Based on the idea of the genetic algorithm, the solution algorithm of the optimization model is developed. The genetic algorithm and enumeration algorithm are used to solve the optimization of the feeder bus route in this case, and the accuracy and efficiency of the solution are analyzed. The influence of the number of feeder bus routes on the system in the case network is compared and discussed. We compare and analyze the differences between the original bus network and the feeder bus network in terms of bus operation cost, passenger flow demand and total passenger travel cost. The research shows that the model and algorithm can find the approximate optimal solution of the feeder bus network scheme related to the subway through fewer iterations. The number of routes in the model has little impact on the whole feeder system, and the optimization scheme using five routes is effective and reasonable in this paper. Compared with the existing bus network, the optimization scheme has obvious advantages in improving the passenger-carrying rate, reducing the per capita travel cost and improving the overall operation efficiency of the system.
引用
收藏
页数:15
相关论文
共 50 条
  • [1] Optimization Flexible Route Design for High-speed Railway Station Feeder Bus
    An, Jiu-Yu
    Song, Rui
    Bi, Ming-Kai
    Xue, Shou-Qiang
    [J]. Jiaotong Yunshu Xitong Gongcheng Yu Xinxi/Journal of Transportation Systems Engineering and Information Technology, 2019, 19 (05): : 150 - 155
  • [2] Route Design Model of Multiple Feeder Bus Service Based on Existing Bus Lines
    Zheng, Meina
    Zhou, Runxuan
    Liu, Shanshan
    Liu, Feng
    Guo, Xiucheng
    [J]. JOURNAL OF ADVANCED TRANSPORTATION, 2020, 2020
  • [3] Optimization of a feeder-bus route design by using a multiobjective programming approach
    Lin, Jen-Jia
    Wong, Huei-In
    [J]. TRANSPORTATION PLANNING AND TECHNOLOGY, 2014, 37 (05) : 430 - 449
  • [4] Route Optimization of Feeder Bus for Electric Train Service
    Kwong, Andy Chong Kong
    Drieberg, Micheal
    Lai, Fong-Woon
    [J]. 2014 5TH INTERNATIONAL CONFERENCE ON INTELLIGENT AND ADVANCED SYSTEMS (ICIAS 2014), 2014,
  • [5] Route Design Model of Feeder Bus Service for Urban Rail Transit Stations
    Zhu, Zhenjun
    Guo, Xiucheng
    Zeng, Jun
    Zhang, Shengrui
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2017, 2017
  • [6] The Study of Feeder Bus Network Optimization Model
    Fang, Xiaoli
    Xiong, Dan
    Zhou, Zhao
    Wang, Jianbo
    He, Cao
    Chen, Lin
    [J]. ADVANCES IN TRANSPORTATION, PTS 1 AND 2, 2014, 505-506 : 558 - 561
  • [7] 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
  • [8] Collaborative Optimization Model for the Design and Operation of Feeder Bus Routes Based on Urban Metro
    Lai, Yuanwen
    Chen, Yansheng
    [J]. JOURNAL OF ADVANCED TRANSPORTATION, 2023, 2023
  • [9] Improving Rail Station Access with Feeder Bus Network Optimization and Mode Shifts
    Huang, Zhaodong
    Liu, Rongfang
    [J]. TRANSPORTATION RESEARCH RECORD, 2013, (2352) : 20 - 30
  • [10] Design and Optimization of Bus Route Query Algorithm
    Huang, Quanzhou
    [J]. Proceedings of the 2016 3rd International Conference on Mechatronics and Information Technology (ICMIT), 2016, 49 : 230 - 233