Robust fuzzy inference

Abstract

The concept of monotone fuzzy implication is introduced, and the necessary and sufficient conditions of the homomorphic fuzzy modus ponens and the homomorphic fuzzy modus tollens are made clear for general fuzzy implications which include nonnormal and discrete fuzzy sets. Then, we investigate the n-ary fuzzy inference schema that deduce the reasonable consequences with respect to the homomorphism criteria.