Title :
Analysis and modelling of a class of generalized fuzzy operators
Author :
Tianhao, Tang ; Hailiang, Li ; Jieren, Li
Author_Institution :
Shanghai Maritime Univ., China
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;
Conference_Titel :
Intelligent Control and Automation, 2000. Proceedings of the 3rd World Congress on
Conference_Location :
Hefei
Print_ISBN :
0-7803-5995-X
DOI :
10.1109/WCICA.2000.862789
