• DocumentCode
    468199
  • Title

    Weighted Gray Correlation Analysis Model Based on DEA and Its Application to Highway Network Evaluation

  • Author

    Nie, Wei ; Shao, Chunfu

  • Author_Institution
    Beijing Jiaotong Univ., Beijing
  • Volume
    2
  • fYear
    2007
  • fDate
    24-27 Aug. 2007
  • Firstpage
    65
  • Lastpage
    70
  • Abstract
    A new model combined weighted gray correlation analysis with DEA (data envelopment analysis) was presented in this paper. It integrates the advantages of both DEA and gray correlation analysis, and takes the latter as a central model. In the model, DEA determines the weight vector of correlation coefficients for each decision-making unit (DMU) to calculate the relatively optimal correlation degrees and then realizes the priority order of the objects to be evaluated. This method can avoid the subjectivity when the weight vector is determined and obtain the optimal results by non-uniform weight. Finally, an example of some provincial highway networks assessment in China was given to prove the validity of the model.
  • Keywords
    data envelopment analysis; decision making; roads; transportation; vectors; data envelopment analysis; decision-making unit; highway network evaluation; weight vector; weighted gray correlation analysis model; Data analysis; Data envelopment analysis; Decision making; Fuzzy systems; Optimization methods; Road transportation; Telecommunication traffic; Traffic control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery, 2007. FSKD 2007. Fourth International Conference on
  • Conference_Location
    Haikou
  • Print_ISBN
    978-0-7695-2874-8
  • Type

    conf

  • DOI
    10.1109/FSKD.2007.616
  • Filename
    4406047