Title :
A systematic approach to perform inference and defuzzification in fuzzy logic controllers
Author :
Konig, H. ; Litz, L.
Author_Institution :
Kaiserslautern Univ., Germany
Abstract :
This paper deals with the inference mechanism in fuzzy systems, especially in the field of fuzzy control. Starting from Zadeh´s compositional rule of inference, the principles are discussed with the aim to find an appropriate inference strategy being a generalization of the binary case. An advanced inference and defuzzification strategy is derived which is based on minimizing an appropriate error function
Keywords :
fuzzy control; inference mechanisms; defuzzification; fuzzy control; fuzzy logic controllers; fuzzy systems; inference; inference compositional rule; minimization;
Conference_Titel :
Intelligent Systems Engineering, 1994., Second International Conference on
Conference_Location :
Hamburg-Harburg
Print_ISBN :
0-85296-621-0
DOI :
10.1049/cp:19940625