• DocumentCode
    3190060
  • Title

    DEA model based on CD production function

  • Author

    Yu, Dengke ; Tu, Guoping

  • Author_Institution
    Dept. of Manage. Sci. & Eng., Nanchang Univ., Nanchang, China
  • fYear
    2011
  • fDate
    8-10 Aug. 2011
  • Firstpage
    6597
  • Lastpage
    6601
  • Abstract
    In order to solve some problems of basic DEA model´s linear efficiency frontier, a new DEA model is put forward based on CD production function. First, input-output relation is expressed by CD production function and linear transform is done. Second, the object function and restriction condition function are structured according to principle of DEA efficiency survey. Finally, DEA efficiency is evaluated by parameter estimation, and monotonicity of DMU´s scale benefit, superscale of input and shortfall of output are counted. The results of empirical analysis indicate that the new DEA model has some advantages.
  • Keywords
    cause-effect analysis; data envelopment analysis; industrial economics; parameter estimation; transforms; CD production function; DEA model; DMU scale benefit; data envelopment analysis; input-output relation; linear transform; parameter estimation; restriction condition function; Analytical models; Data envelopment analysis; Estimation; Iron; Presses; CD production function; DEA; DEA efficiency frontier; Science and technology progress contribution rate;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Artificial Intelligence, Management Science and Electronic Commerce (AIMSEC), 2011 2nd International Conference on
  • Conference_Location
    Deng Leng
  • Print_ISBN
    978-1-4577-0535-9
  • Type

    conf

  • DOI
    10.1109/AIMSEC.2011.6011443
  • Filename
    6011443