4.5 Article

On the properties of parametric geometric OWA operator

Journal

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING
Volume 35, Issue 2, Pages 163-178

Publisher

ELSEVIER SCIENCE INC
DOI: 10.1016/j.ijar.2003.09.001

Keywords

OWA operator; geometric OWA operator; maximum entropy OWA operator

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Based on the properties of ordered weighted averaging (OWA) operator weights, the parametric geometric OWA (PGOWA) operator and parametric maximum entropy OWA (PMEOWA) operator are proposed. The properties of PGOWA operator are analyzed. The consistence of the orness level and the aggregation value for any arbitrary aggregated elements with PGOWA weights is proved. The equivalence of PGOWA and PMEOWA is proved. With PGOWA operator, we cannot only generate maximum entropy OWA (MEOWA) weights with given orness degree more easily than the methods of Filev and Yager [Inform. Sci. 85 (1995) 11] and Fuller and Majlender [Fuzzy Sets Syst. 124 (1) (2001) 53], but also get the MEOWA weights with given aggregation results for a specific aggregated set. (C) 2003 Elsevier Inc. All rights reserved.

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