On the relation between fuzzy preorders and fuzzy consequence operators

Citation
J. Elorza et P. Burillo, On the relation between fuzzy preorders and fuzzy consequence operators, INT J UNC F, 7(3), 1999, pp. 219-234
Citations number
15
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS
ISSN journal
02184885 → ACNP
Volume
7
Issue
3
Year of publication
1999
Pages
219 - 234
Database
ISI
SICI code
0218-4885(199906)7:3<219:OTRBFP>2.0.ZU;2-Y
Abstract
The purpose of this paper is to analyze the operators induced by relations and conversely the relations induced by operators in fuzzy logic. Given a t -norm * and given a non-empty universal set X, it is well known that if R i s a fuzzy *-preorder on X then the operator induced by R, C-R*, is a fuzzy consequence operator (FCO). In fact, C-R* is a *-coherent FCO. It is also k nown that if C is a *-coherent FCO then the relation induced by C, R-C, is a fuzzy *-preorder. We explore the *-coherence axiom because we do not know in the literature any example of a non-coherent operator. Then, several fa milies of these operators will be shown. Moreover we prove that the equival ence between fuzzy preorders and fuzzy consequence operators is held in onl y one way. As a result, a characterization of the *-preolder concept using the induced operator is given. Also some characterizations which show when an operator induces a e-preorder are proved. Finally, we will show that the characterization of the operators induced by relations given for finite un iverses cannot be generalized for infinite universes.