• DocumentCode
    2887428
  • Title

    The Driver´s Shortest Path Decision-Making Model and its Algorithm Study Based on Grey Number Superiority Relationship

  • Author

    Mi, Chuan-min ; Liu, Si-Feng ; Fang, Zhi-Geng ; Wu, Xin ; Zhang, Hao-wei

  • Author_Institution
    Sch. of Econ. & Manage., Nanjing Univ. of Aeronaut. & Astronaut.
  • fYear
    2006
  • fDate
    13-16 Aug. 2006
  • Firstpage
    709
  • Lastpage
    714
  • Abstract
    The problem of choosing the shortest path with uncertain information is important for a driver choosing driving routes. This article delves into the problem of choosing models for driving routes in reality. According to us, with uncertain information, such choosing behavior reflects the issue of deciding the shortest path based on grey number superiority relationship. With the help of thoughts and the theoretical methods of grey system, we propose judging rules for grey number superiority relationship, and prove that such relationship is a totally ordered one. We then build a shortest path decision model based on the grey number superiority relationship, and design grey Dijkstra (G-D) algorithm, which can effectively solve the problem of choosing the shortest path
  • Keywords
    decision making; graph theory; grey systems; road traffic; driver shortest path decision-making model; grey Dijkstra algorithm; grey number superiority relationship; uncertain information; Algorithm design and analysis; Bridges; Cities and towns; Computer network management; Costs; Cybernetics; Decision making; Graph theory; Machine learning; Machine learning algorithms; Network theory (graphs); Systems engineering and theory; Telecommunication traffic; Traffic control; Algorithm; Decision-making model; Grey number; Shortest path; superiority relationship;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2006 International Conference on
  • Conference_Location
    Dalian, China
  • Print_ISBN
    1-4244-0061-9
  • Type

    conf

  • DOI
    10.1109/ICMLC.2006.258422
  • Filename
    4028155