A fuzzy reasoning method based on compensating operation and its application to fuzzy systems

نویسندگان

  • G. J. Kim College of Information Science, Kim Il Sung University, Pyongyang 999093, D P R of Korea
  • M. H. Jo College of Information Science, Kim Il Sung University, Pyongyang 999093, D P R of Korea
  • S. I. Kwak College of Information Science, Kim Il Sung University, Pyongyang 999093, D P R of Korea
  • U. S. Ryu Science of Transportation Science and Engineering, Harbin Institute of Technology, Harbin 150001, China
چکیده مقاله:

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 significantly improve the accuracy and timeperformance of fuzzy neural network learning.

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عنوان ژورنال

دوره 16  شماره 3

صفحات  17- 34

تاریخ انتشار 2019-06-29

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