4.7 Article

A minimax disparity approach for obtaining OWA operator weights

Journal

INFORMATION SCIENCES
Volume 175, Issue 1-2, Pages 20-29

Publisher

ELSEVIER SCIENCE INC
DOI: 10.1016/j.ins.2004.09.003

Keywords

OWA operator; operator weights; degree of orness; minimax

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One of the key issues in the theory of ordered weighted averaging (OWA) operators is the determination of OWA operator weights. In this paper, a minimax disparity approach for obtaining OWA operator weights is proposed. This involves the formulation and solution of a linear programming (LP) model for a given degree of orness. The proposed approach generates the OWA operator weights by minimizing the maximum difference between any two adjacent weights. A numerical example is provided to illustrate the application of the proposed approach in generating viable OWA operator weights in a simple and effective way. (c) 2004 Elsevier Inc. All rights reserved.

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