• DocumentCode
    2314157
  • Title

    Fuzzy generalized aggregation operators in a unified model between the probability, the weighted average and the OWA operator

  • Author

    Merigó, José M.

  • Author_Institution
    Dept. of Bus. Adm., Univ. of Barcelona, Barcelona, Spain
  • fYear
    2010
  • fDate
    18-23 July 2010
  • Firstpage
    1
  • Lastpage
    7
  • Abstract
    We introduce a new model that unifies the probability, the weighted average and the ordered weighted average considering the degree of importance that each concept has in the aggregation. Moreover, this approach generalizes a wide range of aggregation operators by using generalized means. Furthermore, this approach is able to assess uncertain information that can be assessed with fuzzy numbers. We call it the fuzzy generalized probabilistic ordered weighted averaging weighted average (FGPOWAWA) operator. Its main advantage is that it includes a wide range of aggregation operators such as the FPOWAWA, the quadratic FPOWAWA, the arithmetic FOWAWA, the arithmetic FPOWA, the FPWA and the double FOWA operator. We further generalize this approach by using quasi-arithmetic means obtaining the Quasi-FPOWAWA operator. We also analyze the applicability of this new approach in decision making.
  • Keywords
    decision making; fuzzy set theory; mathematical operators; probability; Unified Model; decision making; double FOWA operator; fuzzy generalized aggregation operator; fuzzy number; generalized means; ordered weighted average; quasiarithmetic means; uncertain information; Aggregates; Book reviews; Decision making; Harmonic analysis; Open wireless architecture; Probabilistic logic; Robustness;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems (FUZZ), 2010 IEEE International Conference on
  • Conference_Location
    Barcelona
  • ISSN
    1098-7584
  • Print_ISBN
    978-1-4244-6919-2
  • Type

    conf

  • DOI
    10.1109/FUZZY.2010.5584795
  • Filename
    5584795