Title :
Effect of normalization of membership functions in premise region of generalized adaptive neuro-fuzzy inference system
Author :
Anzar, Masood ; Azeem, Mohammad Fazle
Author_Institution :
Dept. of Electr. Eng., Aligarh Muslim Univ., Aligarh, India
Abstract :
This paper aims at the effects of various parameters on the normalized membership functions. Various types of membership functions have been considered and the effects of these different types of membership functions on normalization have been highlighted. Special attentions have been given to the change in the shape and reactivation of membership functions after normalization.
Keywords :
Gaussian processes; fuzzy control; fuzzy neural nets; fuzzy reasoning; GANFIS; GFM; generalized adaptive neuro-fuzzy inference system; generalized fuzzy model; normalized membership function; Adaptive systems; Fuzzy control; Fuzzy logic; Fuzzy sets; Fuzzy systems; Radial basis function networks; Space technology; Sun;
Conference_Titel :
India Annual Conference, 2004. Proceedings of the IEEE INDICON 2004. First
Print_ISBN :
0-7803-8909-3
DOI :
10.1109/INDICO.2004.1497758
