Title
Robustness analysis of full implication inference method
Abstract
This paper investigates the robustness of the full implication inference method and fully implicational restriction method for fuzzy reasoning based on two basic inference models: fuzzy modus ponens and fuzzy modus tollens. Some robustness results are proved based on general left continuous t-norms and induced residuated implications, and some important fuzzy implications.
Year
DOI
Venue
2013
10.1016/j.ijar.2012.11.007
Int. J. Approx. Reasoning
Keywords
Field
DocType
fuzzy reasoning,fuzzy modus tollens,implicational restriction method,important fuzzy implication,basic inference model,robustness result,robustness analysis,continuous t-norms,fuzzy modus ponens,full implication inference method,induced residuated implication,robustness
Discrete mathematics,Neuro-fuzzy,Modus ponens,Fuzzy classification,Fuzzy set operations,Modus tollens,Artificial intelligence,Adaptive neuro fuzzy inference system,Fuzzy number,Type-2 fuzzy sets and systems,Machine learning,Mathematics
Journal
Volume
Issue
ISSN
54
5
0888-613X
Citations 
PageRank 
References 
21
0.79
20
Authors
3
Name
Order
Citations
PageRank
Songsong Dai1506.84
Daowu PEI246227.36
Donghui Guo310721.93