DocumentCode
526501
Title
The description of information entropy of siso fuzzy system under the α-level
Author
Chen, Gang
Author_Institution
Dept. of Math., Dalian Maritime Univ., Dalian, China
fYear
2010
fDate
13-15 Aug. 2010
Firstpage
549
Lastpage
554
Abstract
This paper presents definitions of a fuzzy knowledge system and fuzzy logic formulae. Information entropies of the fuzzy logic formulae and information entropies of fuzzy rules of the fuzzy knowledge system are described, and relative properties of these definitions are discussed. And then, classification and evaluation of the siso fuzzy system are given based on the information entropy. Finally, validity of the classification and evaluation of the fuzzy rules is obtained by a real example.
Keywords
entropy; fuzzy logic; fuzzy set theory; fuzzy systems; knowledge based systems; SISO fuzzy system; fuzzy knowledge system; fuzzy logic formulae; fuzzy rules; information entropy; Entropy; Fuzzy logic; Fuzzy sets; Fuzzy systems; Information entropy; Knowledge based systems; Uncertainty;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Information Processing (ICICIP), 2010 International Conference on
Conference_Location
Dalian
Print_ISBN
978-1-4244-7047-1
Type
conf
DOI
10.1109/ICICIP.2010.5564166
Filename
5564166
Link To Document