CASIA OpenIR  > 复杂系统管理与控制国家重点实验室  > 平行控制
Policy iteration optimal tracking control for chaotic systems by using an adaptive dynamic programming approach
Wei Qing-Lai; Liu De-Rong; Xu Yan-Cai
Source PublicationCHINESE PHYSICS B
2015-03-01
Volume24Issue:3
SubtypeArticle
AbstractA policy iteration algorithm of adaptive dynamic programming (ADP) is developed to solve the optimal tracking control for a class of discrete-time chaotic systems. By system transformations, the optimal tracking problem is transformed into an optimal regulation one. The policy iteration algorithm for discrete-time chaotic systems is first described. Then, the convergence and admissibility properties of the developed policy iteration algorithm are presented, which show that the transformed chaotic system can be stabilized under an arbitrary iterative control law and the iterative performance index function simultaneously converges to the optimum. By implementing the policy iteration algorithm via neural networks, the developed optimal tracking control scheme for chaotic systems is verified by a simulation.
KeywordAdaptive Critic Designs Adaptive Dynamic Programming Approximate Dynamic Programming Neuro-dynamic Programming
WOS HeadingsScience & Technology ; Physical Sciences
WOS KeywordTIME NONLINEAR-SYSTEMS ; CONTROL SCHEME ; ALGORITHM
Indexed BySCI
Language英语
WOS Research AreaPhysics
WOS SubjectPhysics, Multidisciplinary
WOS IDWOS:000351056400012
Citation statistics
Cited Times:4[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/8100
Collection复杂系统管理与控制国家重点实验室_平行控制
AffiliationChinese Acad Sci, State Key Lab Management & Control Complex Syst, Inst Automat, Beijing 100190, Peoples R China
Recommended Citation
GB/T 7714
Wei Qing-Lai,Liu De-Rong,Xu Yan-Cai. Policy iteration optimal tracking control for chaotic systems by using an adaptive dynamic programming approach[J]. CHINESE PHYSICS B,2015,24(3).
APA Wei Qing-Lai,Liu De-Rong,&Xu Yan-Cai.(2015).Policy iteration optimal tracking control for chaotic systems by using an adaptive dynamic programming approach.CHINESE PHYSICS B,24(3).
MLA Wei Qing-Lai,et al."Policy iteration optimal tracking control for chaotic systems by using an adaptive dynamic programming approach".CHINESE PHYSICS B 24.3(2015).
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