Title :
Parameter sensitivity in tuning fuzzy controllers
Author :
Zhou, Jun ; Eklund, Patrik
Author_Institution :
Dept. of Comput. Sci., Umea Univ., Sweden
Abstract :
The purpose of this paper is to study the effect of training parameter subclasses in sequences as opposed to simultaneous learning. Parameter classes for rule bases reside mainly in membership functions but also in connectives and defuzzifications. In particular update rules also learning rates and epoch sizes needs to be considered
Keywords :
control system synthesis; fuzzy control; connectives; defuzzifications; fuzzy controller tuning; membership functions; parameter sensitivity; parameter subclasses; sequences; Backpropagation algorithms; Clustering methods; Fuzzy control; Fuzzy sets; Multilayer perceptrons; Noise generators;
Conference_Titel :
Systems, Man, and Cybernetics, 1996., IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-3280-6
DOI :
10.1109/ICSMC.1996.569802
