The generalization of the concept of a classical (or crisp) preference structure to that of a fuzzy preference structure, expressing degrees of strict preference, indifference and incomparability among a set of alternatives, requires the choice of a de Morgan triplet, i.e., of a triangular norm and
A plea for the use of Łukasiewicz triplets in the definition of fuzzy preference structures. (II). The identity case
✍ Scribed by Bernard De Baets; Bartel Van de Walle; Etienne Kerre
- Publisher
- Elsevier Science
- Year
- 1998
- Tongue
- English
- Weight
- 509 KB
- Volume
- 99
- Category
- Article
- ISSN
- 0165-0114
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✦ Synopsis
It has been shown in the first part of this paper that the concept of a fuzzy preference structure is only meaningful provided that the de Morgan triplet involved contains a continuous Archimedean triangular norm having zero divisors, or hence a q~-transform of the Lukasiewicz triangular norm. In this second part, additional arguments for this statement are supplied in what we call the 'identity case' (q~ is the identity mapping, and the involutive negator is the standard negator). First, it is shown that the use of a continuous non-Archimedean triangular norm having zero divisors in the definition of a fuzzy preference structure indeed is possible. Secondly, using such a triangular norm implies that at least in the square [0, ~]2 it actually behaves as the Lukasiewicz triangular norm. Furthermore, an important transformation theorem indicates that any fuzzy preference structure with respect to a de Morgan triplet containing such a continuous non-Archimedean triangular norm having zero divisors can be transformed into a fuzzy preference structure with respect to the standard Lukasiewicz triplet. These additional arguments conclude in a convincing way our plea for the use of Lukasiewicz triplets in the definition of fuzzy preference structures.
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