Adaptive control of chaotic systems with uncertainties

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	Adaptive control of chaotic systems with uncertainties
	Zhang, HZ ; Qin, HS ; Chen, GR
	1998-10-01
发表期刊	INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS
ISSN	0218-1274
卷号	8 期号:10 页码:2041-2046
摘要	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.
语种	英语
WOS研究方向	Mathematics ; Science & Technology - Other Topics
WOS类目	Mathematics, Interdisciplinary Applications ; Multidisciplinary Sciences
WOS记录号	WOS:000078405400012
出版者	WORLD SCIENTIFIC PUBL CO PTE LTD
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/13941
专题	中国科学院数学与系统科学研究院
通讯作者	Zhang, HZ
作者单位	1.Chinese Acad Sci, Inst Syst Sci, Beijing 100080, Peoples R China 2.Univ Houston, Dept Elect & Comp Engn, Houston, TX 77204 USA
推荐引用方式 GB/T 7714	Zhang, HZ,Qin, HS,Chen, GR. Adaptive control of chaotic systems with uncertainties[J]. INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS,1998,8(10):2041-2046.
APA	Zhang, HZ,Qin, HS,&Chen, GR.(1998).Adaptive control of chaotic systems with uncertainties.INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS,8(10),2041-2046.
MLA	Zhang, HZ,et al."Adaptive control of chaotic systems with uncertainties".INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS 8.10(1998):2041-2046.