TY - GEN
T1 - Stable fuzzy adaptive control based on optimal fuzzy reasoning
AU - Zhang, Lei
PY - 2006
Y1 - 2006
N2 - In this paper, firstly a new stable fuzzy adaptive controller based on optimal fuzzy reasoning methods is provided, whose adjustable parameters are output weights of defuzzication method. Secondly, a new method of optimal fuzzy reasoning is given, whose objective function includes rule weights. Thirdly, another new stable fuzzy adaptive controller based on the new method is provided, whose adjustable parameters are rule weights. The two kinds of fuzzy adaptive controllers include inner and outer feedback and optimization, which build a whole control scheme. The inner feedback and optimization are presented by optimal fuzzy reasoning, while the outer are presented by adaptive mechanism. In the end, simulation results show that the two methods are feasible.
AB - In this paper, firstly a new stable fuzzy adaptive controller based on optimal fuzzy reasoning methods is provided, whose adjustable parameters are output weights of defuzzication method. Secondly, a new method of optimal fuzzy reasoning is given, whose objective function includes rule weights. Thirdly, another new stable fuzzy adaptive controller based on the new method is provided, whose adjustable parameters are rule weights. The two kinds of fuzzy adaptive controllers include inner and outer feedback and optimization, which build a whole control scheme. The inner feedback and optimization are presented by optimal fuzzy reasoning, while the outer are presented by adaptive mechanism. In the end, simulation results show that the two methods are feasible.
KW - Fuzzy adaptive control
KW - Optimal fuzzy reasoning
KW - Output weights
KW - Rule weights
UR - https://www.scopus.com/pages/publications/34547517805
U2 - 10.1109/ISDA.2006.250
DO - 10.1109/ISDA.2006.250
M3 - 会议稿件
AN - SCOPUS:34547517805
SN - 0769525288
SN - 9780769525280
T3 - Proceedings - ISDA 2006: Sixth International Conference on Intelligent Systems Design and Applications
SP - 299
EP - 304
BT - Proceedings - ISDA 2006
T2 - ISDA 2006: Sixth International Conference on Intelligent Systems Design and Applications
Y2 - 16 October 2006 through 18 October 2006
ER -