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|Title:||Design and stability analysis of fuzzy model-based nonlinear controller for nonlinear systems using genetic algorithm|
|Authors:||Lam, H. K.|
Leung, Frank H. F.
Tam, Peter K. S.
|Subjects:||Fuzzy plant model|
Genetic algorithm (GA)
|Source:||IEEE transactions on systems, man, and cybernetics. Part B, Cybernetics, Apr. 2003, v. 33, no. 2, p. 250-257.|
|Abstract:||This paper presents the stability analysis of fuzzy model-based nonlinear control systems, and the design of nonlinear gains and feedback gains of the nonlinear controller using genetic algorithm (GA) with arithmetic crossover and nonuniform mutation. A stability condition will be derived based on Lyapunov's stability theory with a smaller number of Lyapunov conditions. The solution of the stability conditions are also determined using GA. An application example of stabilizing a cart-pole typed inverted pendulum system will be given to show the stabilizability of the nonlinear controller.|
|Rights:||© 2003 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.|
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|Appears in Collections:||EIE Journal/Magazine Articles|
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