• DocumentCode
    2816161
  • Title

    Two-stage DEA evaluation model with ideal-DMU

  • Author

    Yin, Sui ; Gang, Li ; Baoshan, Shi

  • Author_Institution
    Dept. of Open Teaching, Anyang Univ. of Radio & Telev., Anyang, China
  • fYear
    2011
  • fDate
    15-17 July 2011
  • Firstpage
    5477
  • Lastpage
    5480
  • Abstract
    This paper analyses the advantage of Data Envelopment Analysis (DEA) in the "relative inferiority" evaluation of the same Decision-Making Unit (DMU). It is expounded that the benefit evaluation model can\´t achieve the whole sorting of DMU and can\´t guide the DMU to improve the insufficiency in the information. We puts forward the decision making model of two-stage DEA evaluation with the ideal decision making units. This model realizes the DMU whole sorting need by introducing the ideal decision making units, then we give the DEA decision making model based on standard efficiency index, thereby the information resources of each DEA is more fully extracted. Moreover, this paper points out the improved direction and goals of each DMU at the input/output through the analysis of each DEA management information about the projection point on the DEA effective frontier. Finally, the simulation analysis on the running benefit of 8 undergraduate college in a province achieves the purpose of evaluation decision making well, and proofs the adaptability and advantage of the mode illustrated in this paper in benefit evaluation decision making system.
  • Keywords
    data envelopment analysis; decision making; educational institutions; DEA management information; benefit evaluation decision making system; decision making unit; ideal DMU; relative inferiority evaluation; standard efficiency index; two stage DEA evaluation model; undergraduate college; Analytical models; Data envelopment analysis; Decision making; Indexes; Industries; Mathematical model; Data Envelopment Analysis (DEA); evaluation; ideal decision-making unit; mathematic model; standard efficiency index;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Mechanic Automation and Control Engineering (MACE), 2011 Second International Conference on
  • Conference_Location
    Hohhot
  • Print_ISBN
    978-1-4244-9436-1
  • Type

    conf

  • DOI
    10.1109/MACE.2011.5988264
  • Filename
    5988264