The Location Routing Problem of the Car-Sharing System with Autonomous Electric Vehicles

被引:6
|
作者
Ma, Bingshan [1 ]
Hu, Dawei [2 ]
Wu, Xue [2 ]
机构
[1] Changan Univ, Sch Automobile, Xian 710064, Peoples R China
[2] Changan Univ, Sch Transportat Engn, Xian 710064, Peoples R China
关键词
Shared autonomous vehicles; Electric vehicles; Location routing problem; Mixed-integer nonlinear programming; Genetic algorithm (GA); A-RIDE PROBLEM; CHARGING STATIONS; PERFORMANCE; ALGORITHM; SERVICE; AUSTIN;
D O I
10.1007/s12205-021-1605-5
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Car-sharing, electrification, and autonomous driving are greatly revolutionizing the future of the transportation system. This study proposes a location routing problem for the car-sharing system with autonomous electric vehicles to determine optimal station location and vehicle routing, where each station is both a depot and a charging station. A mathematical model is formulated and then extended to three variants, while simultaneously considering different recharging and service options. The proposed mixed-integer nonlinear models are separately solved by general algebraic modeling system (GAMS) and genetic algorithm (GA), and the efficiency of the GA is demonstrated. The comparative experimental results of instances are presented, and the benefits of allowing partial recharge are obtained. More significant savings in cost can be achieved if partial service is simultaneously allowed. Furthermore, the trade-off between the operator's interests and the interests of users, as well as the operator's immediate profits and future profits, are explored through sensitivity analysis.
引用
收藏
页码:3107 / 3120
页数:14
相关论文
共 50 条
  • [21] Cognitive intelligence of highly automated vehicles in a car-sharing context
    Panagiotopoulos, Ilias
    Dimitrakopoulos, George
    IET INTELLIGENT TRANSPORT SYSTEMS, 2019, 13 (11) : 1604 - 1612
  • [22] Online car-sharing problem with variable booking times
    Liu, Haodong
    Luo, Kelin
    Xu, Yinfeng
    Zhang, Huili
    JOURNAL OF COMBINATORIAL OPTIMIZATION, 2024, 47 (03)
  • [23] Agent-based Simulation of a Car-sharing System with Hydrogen-powered Vehicles
    Kloeppel, Manfred
    Schmid, Werner
    Lienkamp, Markus
    2019 FOURTEENTH INTERNATIONAL CONFERENCE ON ECOLOGICAL VEHICLES AND RENEWABLE ENERGIES (EVER), 2019,
  • [24] The bi-objective multimodal car-sharing problem
    Miriam Enzi
    Sophie N. Parragh
    Jakob Puchinger
    OR Spectrum, 2022, 44 : 307 - 348
  • [25] The bi-objective multimodal car-sharing problem
    Enzi, Miriam
    Parragh, Sophie N.
    Puchinger, Jakob
    OR SPECTRUM, 2022, 44 (02) : 307 - 348
  • [26] Rebalancing the car-sharing system with reinforcement learning
    Changwei Ren
    Lixingjian An
    Zhanquan Gu
    Yuexuan Wang
    Yunjun Gao
    World Wide Web, 2020, 23 : 2491 - 2511
  • [27] Rebalancing the car-sharing system with reinforcement learning
    Ren, Changwei
    An, Lixingjian
    Gu, Zhanquan
    Wang, Yuexuan
    Gao, Yunjun
    WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS, 2020, 23 (04): : 2491 - 2511
  • [28] Economic Aspects of Driving Various Types of Vehicles in Intelligent Urban Transport Systems, Including Car-Sharing Services and Autonomous Vehicles
    Turon, Katarzyna
    Kubik, Andrzej
    APPLIED SCIENCES-BASEL, 2020, 10 (16):
  • [29] An empirical evaluation of different usage pattern between car-sharing battery electric vehicles and private ones
    Wang, Wanying
    Zhang, Qiang
    Peng, Zhanglin
    Shao, Zhen
    Li, Xuefang
    TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE, 2020, 135 (135) : 115 - 129
  • [30] User acceptance of electric car-sharing services: The case of the Netherlands
    Curtale, Riccardo
    Liao, Feixiong
    van der Waerden, Peter
    TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE, 2021, 149 : 266 - 282