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Optimal Tracking Control for a Class of Nonlinear Discrete-Time Systems with Time Delays Based on Heuristic Dynamic Programming 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS, 2011, 卷号: 22, 期号: 12, 页码: 1851-1862
作者:  Zhang, Huaguang;  Song, Ruizhuo;  Wei, Qinglai;  Zhang, Tieyan
收藏  |  浏览/下载：91/0  |  提交时间：2015/08/12
Adaptive Dynamic Programming  Approximate Dynamic Programming  Heuristic Dynamic Programming Iteration  Optimal Control  Time Delays  
Data-Based Controllability and Observability Analysis of Linear Discrete-Time Systems 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS, 2011, 卷号: 22, 期号: 12, 页码: 2388-2392
作者:  Wang, Zhuo;  Liu, Derong
收藏  |  浏览/下载：121/0  |  提交时间：2015/08/12
Controllability  Data-based Analysis  Linear Discrete-time Systems  Measured Data  Observability  Unknown Parameters  
Principal Curve Algorithms for Partitioning High-Dimensional Data Spaces 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS, 2011, 卷号: 22, 期号: 3, 页码: 367-380
作者:  Zhang, Junping;  Wang, Xiaodan;  Kruger, Uwe;  Wang, Fei-Yue
收藏  |  浏览/下载：126/0  |  提交时间：2015/08/12
Manifold Learning  Principal Component Analysis  Principal Curves  Space Partitioning  Tree-based Algorithms  
Adaptive Dynamic Programming for Finite-Horizon Optimal Control of Discrete-Time Nonlinear Systems with epsilon-Error Bound 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS, 2011, 卷号: 22, 期号: 1, 页码: 24-36
作者:  Wang, Fei-Yue;  Jin, Ning;  Liu, Derong;  Wei, Qinglai
浏览  |  Adobe PDF(506Kb)  |  收藏  |  浏览/下载：289/142  |  提交时间：2015/08/12
Adaptive Critic Designs  Adaptive Dynamic Programming  Approximate Dynamic Programming  Learning Control  Neural Control  Neural Dynamic Programming  Optimal Control  Reinforcement Learning  
Neural-Network-Based Near-Optimal Control for a Class of Discrete-Time Affine Nonlinear Systems With Control Constraints 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS, 2009, 卷号: 20, 期号: 9, 页码: 1490-1503
作者:  Zhang, Huaguang;  Luo, Yanhong;  Liu, Derong
收藏  |  浏览/下载：369/0  |  提交时间：2015/08/12
Adaptive Dynamic Programming  Approximate Dynamic Programming  Control Constraints  Convergence Analysis  Near-optimal Control  Neural Networks