Leximin optimality and fuzzy set-theoretic operations

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 v...

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Veröffentlicht in:European journal of operational research 2001-04, Vol.130 (1), p.20-28
Hauptverfasser: Dubois, Didier, Fortemps, Philippe, Pirlot, Marc, Prade, Henri
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Sprache:eng
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Zusammenfassung: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.
ISSN:0377-2217
1872-6860
DOI:10.1016/S0377-2217(00)00031-X