Paper Info
Title
Reasoning conditions on Kóczy's interpolative reasoning method in sparse fuzzy rule bases. Part II
Abstract
In our pre-work, the two sufficient and necessary conditions have been given on Kóczy's interpolative reasoning method in sparse fuzzy rule bases, to guarantee that the reasoning consequence is of triangular-type if the fuzzy rules and an observation are defined by triangular-type membership functions. However, the two conditions are too strong to use the reasoning method on practical applications. In this paper, we analyze the properties of the reasoning method in detail and give several applicable sufficient conditions on it, in order to make the reasoning consequence always a normal and convex fuzzy set.
Year
DOI
Venue
1997
10.1016/S0165-0114(96)00031-0
Fuzzy Sets and Systems
Keywords
Field
DocType
convexity,reasoning condition,part ii,monotone increasing function,sparse fuzzy rule bases,sparse fuzzy rule base,interpolative reasoning method,interpolative reasoning,membership function,fuzzy set,linear interpolation
Discrete mathematics,Convexity,Inference,Fuzzy logic,Fuzzy set,Artificial intelligence,Opportunistic reasoning,Reasoning system,Mathematics,Machine learning,Qualitative reasoning,Fuzzy rule
Journal
Volume
Issue
ISSN
87
1
Fuzzy Sets and Systems
Citations 
PageRank 
References 
17
2.70
2
Authors
3
Name
Order
Citations
PageRank
Yan Shi128527.64
Masaharu Mizumoto2766406.85
Wu Zhi Qiao317017.47