Title :
Domain transformation for fuzzy controllers
Author :
Donato, J.M. ; Barbieri, E.
Author_Institution :
Dept. of Electr. Eng., Tulane Univ., New Orleans, LA, USA
fDate :
31 Mar-2 Apr 1996
Abstract :
This paper presents a fuzzy domain transformation to simplify membership functions for both the fuzzification stage as well as for inference. The goal is to minimize the number of computations or components required for a fuzzy controller. This can also be used for hybrid digital/analog or all-analog fuzzy controllers. In the process, the three basic logical operations of the inference engine are redefined in a new, simpler domain without altering the behavior of the fuzzy controller. Graphical examples of the transformation are provided
Keywords :
Gaussian distribution; fuzzy control; fuzzy set theory; inference mechanisms; all-analog fuzzy controller; fuzzy controllers; fuzzy domain transformation; hybrid digital/analog fuzzy controller; inference engine; logical operations; membership functions; Control systems; Costs; Engines; Equations; Fuzzy control; Fuzzy logic; Fuzzy sets; Fuzzy systems; Marine vehicles; Shape;
Conference_Titel :
System Theory, 1996., Proceedings of the Twenty-Eighth Southeastern Symposium on
Conference_Location :
Baton Rouge, LA
Print_ISBN :
0-8186-7352-4
DOI :
10.1109/SSST.1996.493471
