DocumentCode
354024
Title
Analysis and modelling of a class of generalized fuzzy operators
Author
Tianhao, Tang ; Hailiang, Li ; Jieren, Li
Author_Institution
Shanghai Maritime Univ., China
Volume
3
fYear
2000
fDate
2000
Firstpage
1822
Abstract
This paper discusses a class of generalized fuzzy operators named as the generalized probability sum operator and the generalized probability product operator, which have been proposed by authors for fuzzy reasoning. Here we further analyze their characters from theory. A proof that two operators belonged to T-norm and T-conorm separately is given. And a fuzzy neural network model based on the operators is constructed. The model could be used for fuzzy inference or fuzzy control
Keywords
fuzzy logic; fuzzy neural nets; generalisation (artificial intelligence); inference mechanisms; probability; T-conorm; T-norm; fuzzy neural network; fuzzy reasoning; generalized fuzzy operators; generalized probability product operator; generalized probability sum operator; Fuzzy control; Fuzzy neural networks; Fuzzy reasoning; Neural networks;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation, 2000. Proceedings of the 3rd World Congress on
Conference_Location
Hefei
Print_ISBN
0-7803-5995-X
Type
conf
DOI
10.1109/WCICA.2000.862789
Filename
862789
Link To Document