• DocumentCode
    1107270
  • Title

    OWA aggregation over a continuous interval argument with applications to decision making

  • Author

    Yager, Ronald R.

  • Author_Institution
    Machine Intelligence Inst., Iona Coll., New Rochelle, NY, USA
  • Volume
    34
  • Issue
    5
  • fYear
    2004
  • Firstpage
    1952
  • Lastpage
    1963
  • Abstract
    We briefly describe the ordered weighted average (OWA) operator. We discuss its role in decision making under uncertainty. We provide an extension of the OWA operator to the case in which our argument is a continuous valued interval rather than a finite set of values. We look at some examples of this type of aggregation. We show how it can be used in some tasks that arise in decision making. We consider the extension of the continuous interval argument OWA operator to the more general case in which the argument values have importance weights. We use this to introduce the idea of an attitudinal-based expected value associated with a continuous random variable.
  • Keywords
    decision making; fuzzy set theory; mathematical analysis; mathematical operators; uncertainty handling; OWA aggregation; continuous interval argument; continuous random variable; decision making; ordered weighted average operator; uncertainty handling; Decision making; Helium; Machine intelligence; Open wireless architecture; Performance evaluation; Random variables; Uncertainty; Algorithms; Artificial Intelligence; Decision Support Techniques; Models, Theoretical; Pattern Recognition, Automated;
  • fLanguage
    English
  • Journal_Title
    Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1083-4419
  • Type

    jour

  • DOI
    10.1109/TSMCB.2004.831154
  • Filename
    1335491