We develop an event-driven Receding Horizon Control (RHC) scheme for a Mobility-on-Demand System (MoDS) in a transportation network where vehicles may be shared to pick up and drop off passengers so as to minimize a weighted sum of passenger waiting and traveling times. Viewed as a discrete event system, 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 taxi traffic data illustrate the effectiveness of the RH controller in terms of real-time implementation and performance relative to known greedy heuristics.


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    Title :

    Optimal Assignments in Mobility-on-Demand Systems Using Event-Driven Receding Horizon Control


    Contributors:


    Publication date :

    2022-03-01


    Size :

    4930036 byte




    Type of media :

    Article (Journal)


    Type of material :

    Electronic Resource


    Language :

    English