Ride-hailing services are emerging as a mode of transportation, necessitating modeling and control methods for efficient management. In this paper, we propose a hierarchical control framework for the optimal positioning of idle vehicles for maximizing service level. An economic model predictive controller at the upper layer repositions idle vehicles between urban regions towards balancing interregional responsiveness, while a coverage controller at the lower layer distributes idle vehicles over space towards balancing intraregional responsiveness. Studies on detailed simulations of an urban road network suggest the potential of the method for improving performance.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    A Two-Layer Approach for Rebalancing Ride-Hailing Vehicles


    Beteiligte:


    Erscheinungsdatum :

    2023-09-24


    Format / Umfang :

    879740 byte





    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    Addressing spatial service provision equity for pooled ride‐hailing services through rebalancing

    Schlenther, Tilmann / Leich, Gregor / Maciejewski, Michal et al. | Wiley | 2023

    Freier Zugriff


    RIDE-HAILING SYSTEM AND RIDE-HAILING METHOD

    KAMATA NOBUHIDE / UEHARA YASUO / TANIMORI SHUNSUKE et al. | Europäisches Patentamt | 2020

    Freier Zugriff

    Addressing spatial service provision equity for pooled ride‐hailing services through rebalancing

    Tilmann Schlenther / Gregor Leich / Michal Maciejewski et al. | DOAJ | 2023

    Freier Zugriff

    Robust matching-integrated vehicle rebalancing in ride-hailing system with uncertain demand

    Guo, Xiaotong / Caros, Nicholas S. / Zhao, Jinhua | Elsevier | 2021