• DocumentCode
    1979182
  • Title

    Qualitative multicriteria decision making based on the Sugeno integral

  • Author

    Iourinski, D. ; Modave, F.

  • Author_Institution
    Texas Univ., El Paso, TX, USA
  • fYear
    2003
  • fDate
    24-26 July 2003
  • Firstpage
    444
  • Lastpage
    449
  • Abstract
    In multicriteria decision making (MCDM), we aim at ranking multidimensional alternatives. A traditional approach utility-like approach is to define an appropriate aggregation operator, that aggregates partial preferences based on the decision maker´s behavior. Non-additive measures (or fuzzy measures) have been shown to be well-suited tools for this purpose. However, this was done in an ad hoc way until recently. An axiomatization of multicriteria decision making was given in a quantitative setting, using the Choquet integral for aggregation operator. However, this choice of fuzzy integral is not always adequate from a measurement perspective. The aim of this paper is to give conditions for the existence of a Sugeno integral with respect to some fuzzy measure, representing the global preferences of a decision maker.
  • Keywords
    decision making; fuzzy logic; fuzzy set theory; integral equations; Choquet integral; MCDM; Sugeno integral; aggregation operator; decision maker; fuzzy integral; fuzzy measures; multicriteria decision making; nonadditive measures; Aggregates; Artificial intelligence; Decision making; Decision theory; Fuzzy sets; Integral equations; Multidimensional systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Information Processing Society, 2003. NAFIPS 2003. 22nd International Conference of the North American
  • Print_ISBN
    0-7803-7918-7
  • Type

    conf

  • DOI
    10.1109/NAFIPS.2003.1226826
  • Filename
    1226826