Leximin optimality and fuzzy set-theoretic operations

Leximin optimality and fuzzy set-theoretic operations

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Article ID: iaor20014103
Country: Netherlands
Volume: 130
Issue: 1
Start Page Number: 20
End Page Number: 28
Publication Date: Apr 2001
Journal: European Journal of Operational Research
Authors: , , ,
Keywords: programming: multiple criteria
Abstract:

The leximin ranking of vectors of values taken from a totally ordered set is sometimes encountered in fields like operational research, social choice or numerical analysis, but has seldom been studied in connexion with fuzzy optimization. In this paper we prove that a leximin-optimal solution to a vector ranking problem on the unit hypercube can be obtained as the limit of optimal solutions to a problem of fuzzy multiple criteria optimization where fuzzy sets are aggregated either using a triangular norm or a generalized mean or an ordered weighted average (OWA) operation.

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