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Data-based analysis of discrete-time linear systems in noisy environment: Controllability and observability 期刊论文
INFORMATION SCIENCES, 2014, 卷号: 288, 页码: 314-329
作者:  Liu, Derong;  Yan, Pengfei;  Wei, Qinglai
Adobe PDF(625Kb)  |  收藏  |  浏览/下载：265/58  |  提交时间：2015/08/12
Controllability  Observability  Discrete-time Linear System  Data-based Method  Noisy Environment  
Stability Analysis for a Class of Systems: From Model-Based Methods to Data-Driven Methods 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2014, 卷号: 61, 期号: 11, 页码: 6463-6471
作者:  Wang, Zhuo;  Liu, Derong
收藏  |  浏览/下载：112/0  |  提交时间：2015/08/12
Bounded-input/bounded-state (Bibs) And Bounded-input/bounded-output Bibo) Stabilities  Continuoustime And Discrete-time Systems  Data-driven Methods  Model-based Methods  Stability Of The Equilibrium Point  
Dual Heuristic dynamic Programming for nonlinear discrete-time uncertain systems with state delay 期刊论文
NEUROCOMPUTING, 2014, 卷号: 134, 页码: 222-229
作者:  Wang, Bin;  Zhao, Dongbin;  Alippi, Cesare;  Liu, Derong
收藏  |  浏览/下载：154/0  |  提交时间：2015/08/12
Dual Heuristic Dynamic Programming (Dhp)  Time Delay  Nonlinear Uncertain System  Discrete-time  Neural Networks  
Policy Iteration Adaptive Dynamic Programming Algorithm for Discrete-Time Nonlinear Systems 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2014, 卷号: 25, 期号: 3, 页码: 621-634
作者:  Liu, Derong;  Wei, Qinglai
Adobe PDF(2635Kb)  |  收藏  |  浏览/下载：200/81  |  提交时间：2015/08/12
Adaptive Critic Designs  Adaptive Dynamic Programming (Adp)  Approximate Dynamic Programming  Discrete-time Policy Iteration  Neural Networks  Neurodynamic Programming  Nonlinear Systems  Optimal Control  Reinforcement Learning