• DocumentCode
    553115
  • Title

    Technical and cost efficiencies with ranking function in fuzzy data envelopment analysis

  • Author

    Hasuike, Takashi

  • Author_Institution
    Grad. Sch. of Inf. Sci. & Technol., Osaka Univ., Suita, Japan
  • Volume
    2
  • fYear
    2011
  • fDate
    26-28 July 2011
  • Firstpage
    727
  • Lastpage
    730
  • Abstract
    This paper considers a fuzzy DEA-based model of technical and cost efficiencies with a ranking function. Previous studies of fuzzy DEA model in terms of cost efficiency had critical shortcoming if the unit prices of the inputs are not identical across DMUs in the economy. Therefore, in this paper, a new fuzzy model is proposed by extending the revised scheme of DEA-based technical and cost efficiencies that are free from such inconsistencies. The proposed model is a fuzzy programming problem, and so introducing a ranking function for fuzzy inequalities, it is equivalently transformed into a linear programming problem. Furthermore, comparing the proposed model with the original model, a numerical example derived from hospital data is provided.
  • Keywords
    data envelopment analysis; fuzzy set theory; linear programming; pricing; DMU; economy; fuzzy DEA model; fuzzy data envelopment analysis; fuzzy inequalities; fuzzy programming; linear programming; ranking function; technical-cost efficiencies; unit prices; Analytical models; Data envelopment analysis; Data models; Hospitals; Mathematical model; Numerical models; Data Envelopment Analysis (DEA); cost and technical efficiencies; fuzzy theory; ranking function;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery (FSKD), 2011 Eighth International Conference on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-61284-180-9
  • Type

    conf

  • DOI
    10.1109/FSKD.2011.6019704
  • Filename
    6019704