• DocumentCode
    2347683
  • Title

    Introduction to Applications of Swarm in Transportation Researches

  • Author

    He, Zhengbing ; Ma, Shoufeng

  • Author_Institution
    Inst. of Syst. Eng., Tianjin Univ., Tianjin, China
  • fYear
    2011
  • fDate
    15-19 April 2011
  • Firstpage
    1045
  • Lastpage
    1048
  • Abstract
    The paper introduces applications of Swarm, an agent-based simulation platform, in transportation researches. A specific example is given, in which a traffic network is built, drivers are classified into three different groups based on learning abilities to route choices, and then a case study is conducted to illustrate the effect of individual´s learning ability on spatial distribution of vehicles on the traffic network. Last, potential transportation researches based on Swarm are discussed, such as varieties of agents, topology structures of the traffic network, macroscopic fundamental diagram, etc.
  • Keywords
    traffic; transportation; vehicles; agent-based simulation; learning ability; spatial distribution; traffic network; transportation; vehicle; Biological system modeling; Driver circuits; Information systems; Learning systems; Modeling; Vehicles; Macroscopic phenomena; Mutli-agent; Swarm; Urban traffic network;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Sciences and Optimization (CSO), 2011 Fourth International Joint Conference on
  • Conference_Location
    Yunnan
  • Print_ISBN
    978-1-4244-9712-6
  • Electronic_ISBN
    978-0-7695-4335-2
  • Type

    conf

  • DOI
    10.1109/CSO.2011.7
  • Filename
    5957835