Click for new scientific resources and news about Corona[COVID-19]

Paper Information

Journal:   IRANIAN JOURNAL OF FUZZY SYSTEMS   JUNE 2019 , Volume 16 , Number 3 ; Page(s) 17 To 34.
 
Paper: 

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.
 
* College of Information Science, Kim Il Sung University, Pyongyang 999093, D P R of Korea
 
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.
 
Keyword(s): Compensating Fuzzy Reasoning,Moving-Deformation Operation,Fuzzy System,Fuzzy Modus Ponens,Fuzzy Modus Tollens
 
 
References: 
  • Not Registered.
  •  
  •  
 
Citations: 
  • Not Registered.
 
+ Click to Cite.
APA: Copy

Kwak, S., & Ryu, U., & KIM, J., & Jo, M. (2019). A fuzzy reasoning method based on compensating operation and its application to fuzzy systems. IRANIAN JOURNAL OF FUZZY SYSTEMS, 16(3 ), 17-34. https://www.sid.ir/en/journal/ViewPaper.aspx?id=697179



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. 2019 [cited 2021October20];16(3 ):17-34. Available from: https://www.sid.ir/en/journal/ViewPaper.aspx?id=697179



IEEE: Copy

Kwak, S., Ryu, U., KIM, J., Jo, M., 2019. A fuzzy reasoning method based on compensating operation and its application to fuzzy systems. IRANIAN JOURNAL OF FUZZY SYSTEMS, [online] 16(3 ), pp.17-34. Available: https://www.sid.ir/en/journal/ViewPaper.aspx?id=697179.



 
  pdf-File
Yearly Visit 88
 
 
Latest on Blog
Enter SID Blog