Modelling route choice behaviours are essential in traffic operation and transportation planning. Many studies have focused on route choice behaviour using the stochastic model, and they have tried to construct the heterogeneous route choice model with various types of data. This study aims to develop the route choice model incorporating travellers’ heterogeneity according to the stochastic route choice set. The model is evaluated from the empirical travel data based on a radio frequency identification device (RFID) called dedicated short-range communication (DSRC). The reliability level is defined to explore the travellers’ heterogeneity in the choice set generation model. The heterogeneous K-reliable shortest path- (HKαRSP-) based route choice model is established to incorporate travellers’ heterogeneity in route choice behaviour. The model parameters are estimated for the mixed path-size correction logit (MPSCL) model, considering the overlapping paths and the heterogeneous behaviour in the route choice model. The different behaviours concerning the chosen routes are analysed to interpret the route choice behaviour from revealed preference data by comparing the different coefficients’ magnitude. There are model validation processes to confirm the prediction accuracy according to travel distance. This study discusses the policy implication to introduce the traveller specified route travel guidance system.


    Access

    Download


    Export, share and cite



    Title :

    Exploring Route Choice Behaviours Accommodating Stochastic Choice Set Generations


    Contributors:


    Publication date :

    2021




    Type of media :

    Article (Journal)


    Type of material :

    Electronic Resource


    Language :

    Unknown




    Valuation of Travel Time Reliability Accommodating Heterogeneity of Route Choice Behaviors

    Lee, Jang-Ho / Cho, Shin-Hyung / Kim, Dong-Kyu et al. | Transportation Research Record | 2016


    Route choice modeling without route choice

    Fosgerau, M. / Frejinger, E. / Karlstrom, A. et al. | British Library Conference Proceedings | 2009


    Modelling of route choice behaviours of car-drivers under imperfect information

    Miyagi, T. / Ishiguro, M. | British Library Conference Proceedings | 2008