Title :
The law x ≤ I(y; x) and the three main classes of fuzzy implications
Author :
Cruz, Anderson P. ; Bedregal, Benjamín C. ; Santiago, Regivan H N
Author_Institution :
Group of Comput. Theor. & Intell., Rural Fed. Univ. of Semi-arid - UFERSA, Angicos, Brazil
Abstract :
Properties valid on classical theory (Boolean laws) have been extended to fuzzy set theory. Such generalizations of Boolean laws (Boolean-like laws) are not always valid in any standard fuzzy set theory and this fact induced a wide investigation. In this paper we show the conditions that the Boolean-like law x ≤ I(y; x) holds in fuzzy logic. We focus the investigation on three main classes of fuzzy implications, namely: (S,N)-, R- and QL-implications. Further, we show that the operator I satisfies this Boolean-like law if, and only if, Φ-conjugate of I also satisfies it.
Keywords :
Boolean algebra; fuzzy logic; fuzzy set theory; Boolean laws generalization; Boolean-like law; classical theory; fuzzy implications; fuzzy logic; standard fuzzy set theory; Boundary conditions; Cognition; Educational institutions; Fuzzy logic; Fuzzy set theory; Fuzzy sets; Fuzzy systems; (S,N)-, R-and QL-implications; Boolean-like laws; Fuzzy implication; automorphisms;
Conference_Titel :
Fuzzy Systems (FUZZ-IEEE), 2012 IEEE International Conference on
Conference_Location :
Brisbane, QLD
Print_ISBN :
978-1-4673-1507-4
Electronic_ISBN :
1098-7584
DOI :
10.1109/FUZZ-IEEE.2012.6251333