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

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Kwak S.I.; Ryu U.S.; KIM J.G.; Jo M.H.

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Paper Information

Journal: Iranian Journal of Fuzzy Systems Year:2019 | Volume:16 | Issue:3 Page(s): 17-34

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Information Journal Paper

Title

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

Author(s)

Kwak S.I. | Ryu U.S. | KIM J.G. | Jo M.H. | Issue Writer Certificate

Keywords

Compensating Fuzzy ReasoningQ2

Moving-Deformation OperationQ2

Fuzzy SystemQ2

Fuzzy Modus PonensQ2

Fuzzy Modus TollensQ2

Abstract

In this paper, we present a new fuzzy reasoning method based on the Compensating Fuzzy Reasoning (CFR). Its basic idea is to obtain a new fuzzy reasoning result by moving and deforming the consequent fuzzy set on the basis of the moving, 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 time performance of fuzzy neural network learning.

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APA: Copy

Kwak, S.I., Ryu, U.S., KIM, J.G., & Jo, M.H.. (2019). A fuzzy reasoning method based on compensating operation and its application to fuzzy systems. IRANIAN JOURNAL OF FUZZY SYSTEMS, 16(3 ), 17-34. SID. https://sid.ir/paper/113317/en

Vancouver: Copy

Kwak S.I., Ryu U.S., KIM J.G., Jo M.H.. A fuzzy reasoning method based on compensating operation and its application to fuzzy systems. IRANIAN JOURNAL OF FUZZY SYSTEMS[Internet]. 2019;16(3 ):17-34. Available from: https://sid.ir/paper/113317/en

IEEE: Copy

S.I. Kwak, U.S. Ryu, J.G. KIM, and M.H. Jo, “A fuzzy reasoning method based on compensating operation and its application to fuzzy systems,” IRANIAN JOURNAL OF FUZZY SYSTEMS, vol. 16, no. 3 , pp. 17–34, 2019, [Online]. Available: https://sid.ir/paper/113317/en

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