Title :
Practical adaptation of the least-mean-square method for tuning of fuzzy logic controllers
Author :
Isomursu, Pekka ; Kemppainen, Seppo
Author_Institution :
Tech. Res. Centre of Finland, Oulu, Finland
fDate :
29 Nov-2 Dec 1994
Abstract :
A practical adaptation of the least mean square (LMS) tuning method is proposed. The applicability of the algorithm for tuning of certain types of fuzzy logic controllers (FLC) is discussed. A physical implementation of the algorithm that includes various checks for FLC and tuning data quality is then considered
Keywords :
computerised control; fuzzy control; least mean squares methods; tuning; FLC; LMS tuning method; fuzzy logic controller tuning; least mean square; least-mean-square method; physical implementation; practical adaptation; tuning data quality; Automatic control; Fuzzy control; Fuzzy logic; Fuzzy sets; Humans; Input variables; Least mean squares methods; Least squares approximation; Least squares methods; Partitioning algorithms;
Conference_Titel :
Intelligent Information Systems,1994. Proceedings of the 1994 Second Australian and New Zealand Conference on
Conference_Location :
Brisbane, Qld.
Print_ISBN :
0-7803-2404-8
DOI :
10.1109/ANZIIS.1994.396919
