On obtaining minimal variability OWA operator weights

نویسندگان

  • Robert Fullér
  • Péter Majlender
چکیده

One important issue in the theory of Ordered Weighted Averaging (OWA) operators is the determination of the associated weights. One of the first approaches, suggested by O’Hagan, determines a special class of OWA operators having maximal entropy of the OWA weights for a given level of orness; algorithmically it is based on the solution of a constrained optimization problem. Another consideration that may be of interest to a decision maker involves the variability associated with a weighting vector. In particular, a decision maker may desire low variability associated with a chosen weighting vector. In this paper, using the Kuhn-Tucker second-order sufficiency conditions for optimality, we shall analytically derive the minimal variablity weighting vector for any level of orness.

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منابع مشابه

Reply to "Comments on the paper: On the properties of equidifferent OWA operator"

In reply to Péter Majlender, the connection between the (maximum spread) equidifferent OWA operator weights and the analytical method for the minimum variance OWA operator problem [R. Fullér, P. Majlender, On obtaining minimal variability OWA operator weights, Fuzzy Sets and Systems 136 (2003) 203–215] is pointed out and the differences between them are clarified. 2006 Elsevier Inc. All rights ...

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عنوان ژورنال:
  • Fuzzy Sets and Systems

دوره 136  شماره 

صفحات  -

تاریخ انتشار 2003