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  • 标题:Optimization of Ride Sharing Systems Using Event-driven Receding Horizon Control ⁎
  • 本地全文:下载
  • 作者:Rui Chen ; Christos G. Cassandras
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2020
  • 卷号:53
  • 期号:4
  • 页码:411-416
  • DOI:10.1016/j.ifacol.2021.04.039
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractWe develop an event-driven Receding Horizon Control (RHC) scheme for a Ride Sharing System (RSS) where vehicles are shared to pick up and drop off passengers so as to minimize a weighted sum of passenger waiting and traveling times. The RSS is modeled as a discrete event system and the event-driven nature of the controller significantly reduces the complexity of the vehicle assignment problem, thus enabling its real-time implementation. Simulation results using actual city maps and real traffic data illustrate the effectiveness of the RH controller in terms of online implementation and performance relative to known heuristics.
  • 关键词:KeywordsTransportation systemRide sharing systemEvent-driven receding horizon controlApplicationsDiscrete approaches for hybrid systemsPerformance evaluationoptimization
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