In modern cities, public transit is important for meeting people’s transportation needs. Dynamic bus dispatching plays an important role in a transit system, especially when the system experiences extreme weather, fluctuations in passenger flows, etc. Consequently, the assumption presented in the literature that departure timetables of buses are pre-determined at stops is not applicable to transit systems in developing countries, where traffic conditions vary frequently and dynamically. With the development of new technology, e.g. the internet of things, real-time information for public transit systems can be obtained conveniently. Considering multiple types of real-time information such as dynamic passenger flows and road traffic status, we propose an optimization model for dynamic bus dispatching to minimize the overall waiting time of passengers in a transit system. In our model, multiple bus routes and waiting times at the transfer stations are taken into consideration. Accordingly, we develop a genetic algorithm with memory-based initialization to solve the model. The effectiveness of the proposed approach is verified for different scenarios via numerical experiments.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Dynamic bus dispatching using multiple types of real-time information


    Beteiligte:
    Luo, Xinggang (Autor:in) / Liu, Yingxin (Autor:in) / Yu, Yang (Autor:in) / Tang, Jiafu (Autor:in) / Li, Wei (Autor:in)

    Erschienen in:

    Erscheinungsdatum :

    2019-12-23


    Format / Umfang :

    27 pages




    Medientyp :

    Aufsatz (Zeitschrift)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch




    Dynamic Dispatching Strategies Under Real-Time Information for Carrier Fleet Management

    Regan, A. C. / Mahmassani, H. S. / Jaillet, P. | British Library Conference Proceedings | 1996


    Real-Time Vehicle Dispatching with Geographic Information System (GIS)

    Shieh, H.-M. / May, M.-D. / IFAC | British Library Conference Proceedings | 1995


    Real-time dispatching of delivery vehicles

    Minkoff, Alan Seth | DSpace@MIT | 1985

    Freier Zugriff

    Diversion Issues in Real-Time Vehicle Dispatching

    Ichoua, Soumia | Online Contents | 2000


    Diversion Issues in Real-Time Vehicle Dispatching

    Ichoua, S. / Gendreau, M. / Potvin, J.-Y. | British Library Online Contents | 2000