HighlightsDynamic parking pricing and reservation to improve urban parking.Non-cooperative game to capture interactions among the parking agency and drivers.Approximate dynamic programming approach to solve the multi-period model.Managerial insights from extensive numerical experiments.

    AbstractDespite rapid advances of information technologies for intelligent parking systems, it remains a challenge to optimally manage limited parking resources in busy urban neighborhoods. In this paper, we use dynamic location-dependent parking pricing and reservation to improve system-wide performance of an intelligent parking system. With this system, the parking agency is able to decide the spatial and temporal distribution of parking prices to achieve a variety of objectives, while drivers with different origins and destinations compete for limited parking spaces via online reservation. We develop a multi-period non-cooperative bi-level model to capture the complex interactions among the parking agency and multiple drivers, as well as a non-myopic approximate dynamic programming (ADP) approach to solve the model. It is shown with numerical examples that the ADP-based pricing policy consistently outperforms alternative policies in achieving greater performance of the parking system, and shows reliability in handling the spatial and temporal variations in parking demand.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Dynamic pricing and reservation for intelligent urban parking management


    Beteiligte:
    Lei, Chao (Autor:in) / Ouyang, Yanfeng (Autor:in)


    Erscheinungsdatum :

    2017-01-22


    Format / Umfang :

    19 pages




    Medientyp :

    Aufsatz (Zeitschrift)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch





    Intelligent parking reservation management system and control method thereof

    ZHAO CHUNLAI / ZHANG ZEYANG / WANG NIAN et al. | Europäisches Patentamt | 2020

    Freier Zugriff

    PARKING RESERVATION MANAGEMENT DEVICE

    MATSUBARA TAKUJI / YUMITA OSAMU / HASEGAWA NAOKI et al. | Europäisches Patentamt | 2024

    Freier Zugriff

    Parking lot parking stall reservation management system

    WEI YIMIN / LIU XINLIN | Europäisches Patentamt | 2020

    Freier Zugriff

    Dynamic Parking Pricing

    Willson, Richard / Irish, Aiden | Transportation Research Record | 2016