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Static rebalancing optimization with considering the collection of malfunctioning bikes in free-floating bike sharing system

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  • Du, Mingyang
  • Cheng, Lin
  • Li, Xuefeng
  • Tang, Fang

Abstract

This study considers multiple depots, heterogeneous trucks and multiple visiting in a static bike rebalancing optimization problem with malfunctioning bikes in free-floating bike sharing system. An integer linear programming model is established for this problem and an effective greedy-genetic heuristic is developed to solve it. Share-A-Bull shared bicycle system is used to test the effectiveness of the proposed algorithm. Divvy bike sharing system is utilized to test a large-scale instance in real life, quantify the benefits of this comprehensive repositioning strategy compared with separate repositioning strategy, and analyze some special properties of this comprehensive operation.

Suggested Citation

  • Du, Mingyang & Cheng, Lin & Li, Xuefeng & Tang, Fang, 2020. "Static rebalancing optimization with considering the collection of malfunctioning bikes in free-floating bike sharing system," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 141(C).
    • Handle: RePEc:eee:transe:v:141:y:2020:i:c:s1366554520306633
    DOI: 10.1016/j.tre.2020.102012
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    References listed on IDEAS

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