Adaptive control of chaotic systems with uncertainties
Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Author(s)
Detail(s)
Original language | English |
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Pages (from-to) | 2041-2046 |
Journal / Publication | International Journal of Bifurcation and Chaos in Applied Sciences and Engineering |
Volume | 8 |
Issue number | 10 |
Publication status | Published - Oct 1998 |
Externally published | Yes |
Link(s)
Abstract
In this paper, an adaptive control scheme, that employs a Gaussian radial basis function network with output weights updated on-line according to the Lyapunov stability theory, is suggested for regulation of a class of chaotic systems with uncertainties. Theoretical analysis guarantees that under the control of the proposed adaptation law, uncertain chaotic systems can asymptotically track target orbits within arbitrarily small tolerance bounds. As an example, control of the uncertain Duffing-Holmes system is presented with computer simulations, which verifies and visualizes the theory and design of the adaptive controller.
Citation Format(s)
Adaptive control of chaotic systems with uncertainties. / Zhang, Huaizhou; Qin, Huashu; Chen, Guanrong.
In: International Journal of Bifurcation and Chaos in Applied Sciences and Engineering, Vol. 8, No. 10, 10.1998, p. 2041-2046.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review