Title :
A New Kind of Indirect Adaptive Fuzzy Control Which Based on Type-2 Fuzzy Systems
Author :
Xiao, Cui-yi ; Dong, Yanrong ; Yu, Ying ; Liu, Jian-ping
Author_Institution :
Inst. of Math. & Syst. Sci., Hebei Normal Univ. of Sci. & Technol., Qinhuangdao, China
Abstract :
A new Type-2 fuzzy control is based on Type-1 indirect adaptive fuzzy control, the antecedents and consequents of rules are changed into Type-2 fuzzy sets. In this paper, Type-2 fuzzy sets are used to establish indirect adaptive fuzzy controller and the stability of the controller is discussed, and the convergence of the controller is researched, and plausibility is presented.
Keywords :
adaptive control; convergence; fuzzy control; fuzzy set theory; stability; controller stability; type-1 indirect adaptive fuzzy control; type-2 fuzzy control; type-2 fuzzy system; Adaptive systems; Fuzzy control; Fuzzy sets; Genetic algorithms; Stability analysis; Type-2fuzzy sets; convergence; indirect adaptive fuzzy controller; stability;
Conference_Titel :
Cryptography and Network Security, Data Mining and Knowledge Discovery, E-Commerce & Its Applications and Embedded Systems (CDEE), 2010 First ACIS International Symposium on
Conference_Location :
Qinhuangdao
Print_ISBN :
978-1-4244-9595-5
DOI :
10.1109/CDEE.2010.64
