文章基本信息

标题：Optimization of Ride Sharing Systems Using Event-driven Receding Horizon Control ⁎
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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