Title :
Improper strong implication
Author_Institution :
Georgia State Univ., Atlanta, GA, USA
Abstract :
Schweizer and Sklar (1961, 1963) define a family of T-norms from [0,1]X[0,1] to [0,1] using a parameter p as follows: T(a,b)=(αp+ b-p-1)-1p/ if (a-p+b-p-1)≥0,0 otherwise. This paper considers the effects of removing the requirement that (a-p+b-p-1)≥0. This produces a family of complex improper T-norms, which can be used to define a corresponding family of real improper T-norms ranging from -1 to min(a,b). Improper strong implication functions created using the real improper T-norms support a variant of mode defuzzification, called best kernel defuzzification, with potentially useful properties for fuzzy expert systems.
Keywords :
expert systems; fuzzy logic; fuzzy set theory; fuzzy systems; best kernel defuzzification; complex improper T-norms; fuzzy expert systems; improper strong implication; mode defuzzification; real improper T-norms; Application specific processors; Displays; Fuzzy sets; H infinity control; Kernel;
Conference_Titel :
Fuzzy Information Processing Society, 2002. Proceedings. NAFIPS. 2002 Annual Meeting of the North American
Print_ISBN :
0-7803-7461-4
DOI :
10.1109/NAFIPS.2002.1018028