• DocumentCode
    1651859
  • Title

    Ranking DMUs on the benchmark line with equal shadow prices

  • Author

    Toloo, M. ; Ghorbani, S. ; Molaee, Z.

  • Author_Institution
    Dept. of Math., Islamic Azad Univ., Tehran, Iran
  • fYear
    2010
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    Data envelopment analysis (DEA) with considering the best condition for each decision making unit (DMU) assesses the relative efficiency for it and divides a homogenous group of DMUs into two categories: efficient and inefficient, but traditional DEA models can not rank efficient DMUs. Although some models were introduced for ranking efficient DMUs, Franklin Lio & Hsuan peng (2008), proposed a common weights analysis (CWA) approach for ranking them. These DMUs are ranked according to the efficiency score weighted by the common set of weights and shadow prices. This study shows there are some cases that shadow prices of efficient DMUs are equal, hence this method is not applicable for ranking them. Next, we propose a new method for ranking units with equal shadow prices.
  • Keywords
    benchmark testing; data envelopment analysis; decision making; pricing; DEA model; Franklin Lio; Hsuan peng; benchmark line; common weight analysis approach; data envelopment analysis; decision making unit; shadow price; Algorithm design and analysis; Analytical models; Benchmark testing; Data envelopment analysis; Decision making; Numerical models; Benchmark Line; Common Weight Analysis; Data Envelopment Analysis; Shadow Price;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computers and Industrial Engineering (CIE), 2010 40th International Conference on
  • Conference_Location
    Awaji
  • Print_ISBN
    978-1-4244-7295-6
  • Type

    conf

  • DOI
    10.1109/ICCIE.2010.5668265
  • Filename
    5668265