Approximation-error-ADP-based optimal tracking control for chaotic systems with convergence proof

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	Approximation-error-ADP-based optimal tracking control for chaotic systems with convergence proof
	Song Rui-Zhuo 1; Xiao Wen-Dong 1; Sun Chang-Yin 1; Wei Qing-Lai2
刊名	CHINESE PHYSICS B
	2013-09-01
卷号	22 期号:9
关键词	chaotic systems approximation error adaptive dynamic programming optimal tracking control
英文摘要	In this paper, an optimal tracking control scheme is proposed for a class of discrete-time chaotic systems using the approximation-error-based adaptive dynamic programming (ADP) algorithm. Via the system transformation, the optimal tracking problem is transformed into an optimal regulation problem, and then the novel optimal tracking control method is proposed. It is shown that for the iterative ADP algorithm with finite approximation error, the iterative performance index functions can converge to a finite neighborhood of the greatest lower bound of all performance index functions under some convergence conditions. Two examples are given to demonstrate the validity of the proposed optimal tracking control scheme for chaotic systems.
WOS标题词	Science & Technology ; Physical Sciences
类目[WOS]	Physics, Multidisciplinary
研究领域[WOS]	Physics
关键词[WOS]	TIME NONLINEAR-SYSTEMS ; SYNCHRONIZATION ; REINFORCEMENT
收录类别	SCI
语种	英语
WOS记录号	WOS:000325006700022
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/3827]
专题	自动化研究所_复杂系统管理与控制国家重点实验室_智能化团队
作者单位	1.Univ Sci & Technol Beijing, Sch Automat & Elect Engn, Beijing 100083, Peoples R China 2.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
推荐引用方式 GB/T 7714	Song Rui-Zhuo,Xiao Wen-Dong,Sun Chang-Yin,et al. Approximation-error-ADP-based optimal tracking control for chaotic systems with convergence proof[J]. CHINESE PHYSICS B,2013,22(9).
APA	Song Rui-Zhuo,Xiao Wen-Dong,Sun Chang-Yin,&Wei Qing-Lai.(2013).Approximation-error-ADP-based optimal tracking control for chaotic systems with convergence proof.CHINESE PHYSICS B,22(9).
MLA	Song Rui-Zhuo,et al."Approximation-error-ADP-based optimal tracking control for chaotic systems with convergence proof".CHINESE PHYSICS B 22.9(2013).