Title :
The description of information entropy of siso fuzzy system under the α-level
Author_Institution :
Dept. of Math., Dalian Maritime Univ., Dalian, China
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;
Conference_Titel :
Intelligent Control and Information Processing (ICICIP), 2010 International Conference on
Conference_Location :
Dalian
Print_ISBN :
978-1-4244-7047-1
DOI :
10.1109/ICICIP.2010.5564166
