Static rebalancing optimization with considering the collection of malfunctioning bikes in free-floating bike sharing system
Static rebalancing optimization with considering the collection of malfunctioning bikes in free-floating bike sharing system
- New search for: Du, Mingyang
- New search for: Cheng, Lin
- New search for: Li, Xuefeng
- New search for: Tang, Fang
- New search for: Du, Mingyang
- New search for: Cheng, Lin
- New search for: Li, Xuefeng
- New search for: Tang, Fang
Highlights Study a bike rebalancing problem with broken bikes for free-floating bike sharing. The model considers multiple depots, heterogeneous trucks and multiple visiting. An effective heuristic is developed to solve it for large instances. Quantify the benefits of this comprehensive repositioning strategy.
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.
Document information
Static rebalancing optimization with considering the collection of malfunctioning bikes in free-floating bike sharing system
2020-06-13
Article (Journal)
Electronic Resource
English
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