• DocumentCode
    3299525
  • Title

    Study on Evaluation Method of Urban Traffic Congestion Based on Fuzzy Comprehensive Evaluation

  • Author

    Jia Hongfei ; Tan Yunlong ; Fu Xiaoyan

  • Author_Institution
    Coll. of Transp., Jilin Univ., Changchun, China
  • fYear
    2012
  • fDate
    July 31 2012-Aug. 2 2012
  • Firstpage
    819
  • Lastpage
    822
  • Abstract
    In order to represent the road traffic conditions accurately, and overcome the insufficient of single evaluation factor, it is necessary to build traffic congestion evaluation system. Firstly, the average travel speed, the average delay per unit distance, the average stop number per unit distance, the average stops time per unit distance and the saturation of road sections are selected to build traffic congestion evaluation system. The evaluation criteria of five indexes are determined by the regression analysis of floating car data. Then, the principal components analysis method is applied to define the weigh which is based on the monitoring sample information, and the expert scoring method is supplemented to do some amendments. The multi-ingredient assessment is transformed into the single-object decision by the improved fuzzy comprehensive evaluation model, and the traffic congestion index concept is proposed. Finally, the traffic congestion evaluation system is conducted on the district traffic improvement planning.
  • Keywords
    fuzzy set theory; principal component analysis; regression analysis; road traffic; average delay per unit distance; average stop number per unit distance; average stops time per unit distance; average travel speed; district traffic improvement planning; expert scoring method; fuzzy comprehensive evaluation; multiingredient assessment; principal components analysis; regression analysis; road sections saturation; road traffic conditions; single evaluation factor; single-object decision; traffic congestion evaluation system; urban traffic congestion; Delay; Educational institutions; Equations; Indexes; Roads; Vehicles; Congestion Index; Evaluation System; Fuzzy Comprehensive Evaluation; Traffic Congestion;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Digital Manufacturing and Automation (ICDMA), 2012 Third International Conference on
  • Conference_Location
    GuiLin
  • Print_ISBN
    978-1-4673-2217-1
  • Type

    conf

  • DOI
    10.1109/ICDMA.2012.192
  • Filename
    6298641