A fuzzy reasoning method based on compensating operation and its application to fuzzy systems
Son-Il Kwak, Unsok Ryu, Gum-Ju Kim, Myong-Hye Jo · 2019
In this paper, we present a new fuzzy reasoning method based on the compensating fuzzy reasoning (CFR). Its basicidea is to obtain a new fuzzy reasoning result by moving and deforming the consequent fuzzy set on the basis of themoving, deformation, and moving-deformation operations between the antecedent fuzzy set and observation information.Experimental results on real-world data sets show that proposed method signi ficantly improve the accuracy and timeperformance of fuzzy neural network learning.