• DocumentCode
    400048
  • Title

    Study on real time traffic flow routing algorithm based on case based reasoning

  • Author

    Shi, Song-Quan ; Gong, Xiaoyan ; Mo, Hong

  • Author_Institution
    Inst. of Autom., Chinese Acad. of Sci., Beijing, China
  • Volume
    1
  • fYear
    2003
  • fDate
    12-15 Oct. 2003
  • Firstpage
    163
  • Abstract
    In order to improve timeliness of the current traffic routing algorithms, this paper proposed a traffic flow routing scheme based on CBR (case based reasoning). In this scheme, current situation of road network which includes traffic flow of every road at time t, predict traffic flow of every road at time t+Δt, routing strategy and evaluation index is regarded as a case, then when incidents occurs, the current situation of road network makes such a case. And the scheme will search similar cases in history case database to assist operators to make the final decision. Take Beijing as an example, this paper makes an detailed introduction of every step of the scheme.
  • Keywords
    case-based reasoning; decision trees; real-time systems; road traffic; traffic information systems; Beijing; CBR; case based reasoning; case database; decision trees; real time traffic flow routing algorithm; road network; traffic information system; Automation; Computer aided software engineering; Databases; History; Information retrieval; Intelligent control; Roads; Routing; Telecommunication traffic; Telephony;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Transportation Systems, 2003. Proceedings. 2003 IEEE
  • Print_ISBN
    0-7803-8125-4
  • Type

    conf

  • DOI
    10.1109/ITSC.2003.1251941
  • Filename
    1251941