A static bike repositioning model in a hub-and-spoke network framework

Di Huang,Xinyuan Chen,Zhiyuan Liu,Cheng Lyu,Shuaian Wang,Xuewu Chen

Transportation Research Part E: Logistics and Transportation Review（2020）

引用 41|浏览9

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摘要

•Apply the Random Forest model to predict the customer demand in bike-sharing system.•Propose a hub-first-route-second bike repositioning strategy based on the predicted demand.•Develop a solution method incorporating the heuristic algorithm (ABC) and the exact method.

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关键词

Bike repositioning,Demand forecasting,Random forests,Hub-and-spoke network framework,Hub-first-route-second

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