Mobility Modeling and Data-Driven Closed-Loop Prediction in Bike-Sharing Systems

As an innovative mobility strategy, public bike-sharing has grown dramatically worldwide. Though it provides convenient, low-cost, and environmental-friendly transportation, the unique features of bike-sharing systems give rise to problems for both users and operators. The primary issue is the uneve...

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Veröffentlicht in:	IEEE transactions on intelligent transportation systems 2019-12, Vol.20 (12), p.4488-4499
Hauptverfasser:	Yang, Zidong, Chen, Jiming, Hu, Ji, Shu, Yuanchao, Cheng, Peng
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Bicycles Bike-sharing Checkout Computer simulation flow prediction Meteorology mobility modeling Modelling Monte Carlo simulation Optimization Performance evaluation Predictive models Probabilistic logic Stations Urban areas
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