A fuzzy reasoning method based on compensating operation and its application to fuzzy systems
نویسندگان
1 College of Information Science, Kim Il Sung University, Pyongyang 999093, D P R of Korea
2 Science of Transportation Science and Engineering, Harbin Institute of Technology, Harbin 150001, China
3 College of Information Science, Kim Il Sung University, Pyongyang 999093, D P R of Korea
4 College of Information Science, Kim Il Sung University, Pyongyang 999093, D P R of Korea
doi
10.22111/ijfs.2019.4641چکیده
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.
