Paper Info
Title
Robustness of fuzzy connectives and fuzzy reasoning.
Abstract
In fuzzy control, practical fuzzy reasoning schemes are likely to be perturbed by various types of noise, and thus analysis of the stability and robustness of fuzzy reasoning are important issue. We used a concept similar to the modulus of continuity to characterize the robustness of fuzzy connectives and present robustness results for various fuzzy connectives. We investigated the robustness of fuzzy reasoning from the perspective of perturbation of membership functions. We propose a method for judging the most robust elements of different classes of fuzzy connectives. The results obtained are compared with previous findings in the literature.
Year
DOI
Venue
2013
10.1016/j.fss.2012.08.015
Fuzzy Sets and Systems
Keywords
Field
DocType
Perturbation,Robustness,Sensitivity,Fuzzy connectives,Fuzzy reasoning,Fuzzy sets
Discrete mathematics,Neuro-fuzzy,Defuzzification,Fuzzy classification,Fuzzy set operations,Fuzzy logic,Fuzzy mathematics,Fuzzy set,Artificial intelligence,Fuzzy number,Machine learning,Mathematics
Journal
Volume
Issue
ISSN
225
null
0165-0114
Citations 
PageRank 
References 
6
0.43
18
Authors
3
Name
Order
Citations
PageRank
Yingfang Li1687.41
Keyun Qin248039.80
Xingxing He38413.90