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Article Dans Une Revue IEEE Intelligent Transportation Systems Magazine Année : 2020

Multiagent Simulation of Real-Time Passenger Information on Transit Networks

Résumé

Modeling and simulation play an important role in transportation networks analysis. With the widespread use of personalized real-time information sources, the status of the simulation depends heavily on individual travelers reactions to the received information. As a consequence, it is relevant for the simulation model to be individual-centered, and agentbased simulation is the most promising paradigm in this context. Information is now personalized, and the simulations have to take into account the interaction of individually guided passengers. In this paper, we present a multiagent simulation model to observe and assess the effects of real-time information provision on the passengers in transit networks. These effects are measured by simulating several scenarios according to the ratio of connected passengers to a realtime information system. We represent the passengers and the vehicles as agents in the system. We analyze the simulated scenarios following their effect on the passengers travel times. The information provided to the connected passengers is based on a space-time representation of the transportation networks. Results show that real-time personalized information may have an increasingly positive impact on overall travel times following the increasing ratio of connected passengers. However, there is a ratio threshold after which the effect of real-time information becomes less positive.
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Dates et versions

hal-02877206 , version 1 (14-09-2020)

Identifiants

Citer

Mahdi Zargayouna, Amine Othman, Gérard Scemama, Besma Zeddini. Multiagent Simulation of Real-Time Passenger Information on Transit Networks. IEEE Intelligent Transportation Systems Magazine, 2020, 12 (2), pp.50-63. ⟨10.1109/MITS.2018.2879166⟩. ⟨hal-02877206⟩
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