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A Method for Transportation Planning and Profit Sharing in Collaborative Multi-Carrier Vehicle Routing

Author

Listed:
  • Yanjun Shi

    (School of Mechanical Engineering, Dalian University of Technology, Dalian 116023, China
    The authors contributed equally to this work.)

  • Na Lin

    (School of Economics and Management, Dalian University of Technology, Dalian 116023, China
    The authors contributed equally to this work.)

  • Qiaomei Han

    (Department of Electrical and Computer Engineering, Western University, London, ON N6A 3K7, Canada)

  • Tongliang Zhang

    (School of Mechanical Engineering, Dalian University of Technology, Dalian 116023, China)

  • Weiming Shen

    (State Key Lab of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan 430000, China)

Abstract

This paper addresses a collaborative multi-carrier vehicle routing problem (CMCVRP) where carriers tackle their orders collaboratively to reduce transportation costs. First, a hierarchical heuristics algorithm is proposed to solve the transportation planning problem. This algorithm makes order assignments based on two distance rules and solves the vehicle routing problem with a hybrid genetic algorithm. Second, the profit arising from the coalition is quantified, and an improved Shapley value method is proposed to distribute the profit fairly to individual players. Extensive experiment results showed the effectiveness of the proposed hierarchical heuristics algorithm and confirmed the stability and fairness of the improved Shapley value method.

Suggested Citation

  • Yanjun Shi & Na Lin & Qiaomei Han & Tongliang Zhang & Weiming Shen, 2020. "A Method for Transportation Planning and Profit Sharing in Collaborative Multi-Carrier Vehicle Routing," Mathematics, MDPI, vol. 8(10), pages 1-23, October.
    • Handle: RePEc:gam:jmathe:v:8:y:2020:i:10:p:1788-:d:428443
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    References listed on IDEAS

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