• DocumentCode
    41994
  • Title

    Computational Traffic Experiments Based on Artificial Transportation Systems: An Application of ACP Approach

  • Author

    Fenghua Zhu ; Ding Wen ; Songhang Chen

  • Author_Institution
    State Key Lab. for Manage. & Control of Complex Syst., Inst. of Autom., Beijing, China
  • Volume
    14
  • Issue
    1
  • fYear
    2013
  • fDate
    Mar-13
  • Firstpage
    189
  • Lastpage
    198
  • Abstract
    The Artificial societies, Computational experiments, and Parallel execution (ACP) approach provides us an opportunity to look into new methods that address transportation problems from new perspectives. In this paper, we present our work and results of applying the ACP approach on modeling and analyzing transportation systems, particularly carrying out computational experiments based on artificial transportation systems (ATSs). Two aspects in the modeling process are analyzed. The first is growing an ATS from the bottom up using agent-based technologies. The second is modeling environmental impacts under the principle of “simple is consistent.” Finally, three computational experiments are carried out on one specific ATS, i.e., Jinan-ATS, and numerical results are presented to illustrate the applications of our method.
  • Keywords
    multi-agent systems; parallel processing; traffic engineering computing; transportation; ACP approach; Jinan-ATS; agent-based technologies; artificial society-computational experiment and parallel execution approach; artificial transportation systems; computational experiments; computational traffic experiments; modeling process; transportation problems; Analytical models; Biological system modeling; Computational modeling; Meteorology; Sociology; Vehicles; “simple is consistent”; Agent; Artificial societies, Computational experiments, and Parallel execution (ACP) approach; artificial transportation systems (ATSs); computational experiment;
  • fLanguage
    English
  • Journal_Title
    Intelligent Transportation Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1524-9050
  • Type

    jour

  • DOI
    10.1109/TITS.2012.2210707
  • Filename
    6301726