The determination of the pricing for tolled facilities always involves consideration of multiple objectives, e.g., efficiency, safety, pollution, reliability, and economy. Simulations are widely used to evaluate the performance of transportation systems as to the various objectives in response to different travel demand management policies. However, transportation simulation is usually associated with high computation costs and non-closed-form objective functions. This paper builds a simulation based optimization framework, and uses surrogate models to approximate the true simulation function. A significant amount of computation time can be saved with this method. To solve real world application problems, we develop infill strategies for multiobjective and constrained optimization problems. Using DynusT as the simulator, we optimize the toll rates for a five-segment toll road in Maryland, and successfully update the Pareto front based on initial samples for the multiobjective optimization problem. The method works even more efficiently for the constrained optimization problem. By adjusting the toll rates for the five segments, the network-wide average travel time can be reduced by 20% compared to the currently implemented toll scheme: A total of 22,250 hours can be saved in travel time for all network users in the three-hour morning peak period. Also, the toll revenue is increased by 50% compared to the baseline case.


    Zugriff

    Zugriff über TIB

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Optimal Time-Varying Pricing for Toll Roads Under Multiple Objectives: A Simulation-Based Optimization Approach



    Erschienen in:

    Erscheinungsdatum :

    2017




    Medientyp :

    Aufsatz (Zeitschrift)


    Format :

    Print


    Sprache :

    Englisch



    Klassifikation :

    Lokalklassifikation TIB:    770/1935/7000
    BKL:    55.80 / 55.80 Verkehrswesen, Transportwesen: Allgemeines



    Optimal Time-Varying Pricing for Toll Roads Under Multiple Objectives: A Simulation-Based Optimization Approach

    He, Xiang / Chen, Xiqun / Xiong, Chenfeng et al. | British Library Online Contents | 2017



    Principles of the toll roads pricing

    Piotr Jaworski / Kamil Liberadzki / Marcin Liberadzki | DOAJ | 2018

    Freier Zugriff

    The Mexican approach to toll roads

    Yates, C. M. / Planning and Transport Research and Computation International Association; European Transport, Highways and Planning | British Library Conference Proceedings | 1993