マルチエージェント交通流シミュレーションにおける交通量の不確実性評価 Uncertainty Quantification of Traffic Volume in Multi-Agent Traffic Simulation

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Author(s)

Abstract

  Multi-agent simulations are key technologies to know the behavior of complex systems. Each agent in the multi-agent simulations is designed with probabilistic actions to other agents and environment. Hence, the deterministic assessment of complex systems with multi-agent simulations is difficult. Recently, uncertainty quantification attracts much attention to quantitatively assess the uncertainty of simulation results. In this paper, uncertainty quantification of multi-agent based traffic simulation is conducted and its characteristics are discussed. We conducted a series of traffic simulations in Okayama City based on the actually performed traffic census and investigate the relationship between the number of trials of traffic simulations and their reliability.<br>

Journal

  • Transaction of the Japan Society for Simulation Technology

    Transaction of the Japan Society for Simulation Technology 9(1), 1-9, 2017

    Japan Society for Simulation Technology

Codes

  • NII Article ID (NAID)
    130005395247
  • Text Lang
    ENG
  • ISSN
    1883-5031
  • Data Source
    J-STAGE 
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