DocumentCode
3133736
Title
The discussion of information entropy of fuzzy knowledge system under the α-level
Author
Gang, Chen
Author_Institution
Dept. of Math., Dalian Maritime Univ., Dalian, China
Volume
1
fYear
2011
fDate
25-28 July 2011
Firstpage
120
Lastpage
125
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 MISO 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 systems; inference mechanisms; MISO fuzzy system classification; MISO fuzzy system evaluation; fuzzy knowledge system; fuzzy logic formulae; fuzzy rule; information entropy;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Information Processing (ICICIP), 2011 2nd International Conference on
Conference_Location
Harbin
Print_ISBN
978-1-4577-0813-8
Type
conf
DOI
10.1109/ICICIP.2011.6008212
Filename
6008212
Link To Document