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A novel neural optimal control framework with nonlinear dynamics: Closed-loop stability and simulation verification 期刊论文
NEUROCOMPUTING, 2017, 卷号: 266, 页码: 353-360
Authors:  Wang, Ding;  Mu, Chaoxu
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Adaptive Dynamic Programming  Adaptive System  Learning Control  Neural Network  Optimal Regulator  Stability  
Adaptive Critic Nonlinear Robust Control: A Survey 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 卷号: 47, 期号: 10, 页码: 3429-3451
Authors:  Wang, Ding;  He, Haibo;  Liu, Derong
View  |  Adobe PDF(1954Kb)  |  Favorite  |  View/Download:50/8  |  Submit date:2018/03/03
Adaptive Critic Designs  Adaptive/approximate Dynamic Programming (Adp)  Boundedness  Convergence  Neural Networks  Optimal Control  Reinforcement Learning  Robust Control  Stability  
LMI Conditions for Global Stability of Fractional-Order Neural Networks 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 卷号: 28, 期号: 10, 页码: 2423-2433
Authors:  Zhang, Shuo;  Yu, Yongguang;  Yu, Junzhi
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Fractional Order  Generalized Projective Synchronization (Gps)  Linear Matrix Inequality (Lmi)  Neural Networks  Stability  
Adaptive dynamic programming for robust neural control of unknown continuous-time non-linear systems 期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2017, 卷号: 11, 期号: 14, 页码: 2307-2316
Authors:  Yang, Xiong;  He, Haibo;  Liu, Derong;  Zhu, Yuanheng
View  |  Adobe PDF(2123Kb)  |  Favorite  |  View/Download:61/16  |  Submit date:2017/09/13
Dynamic Programming  Robust Control  Neurocontrollers  Continuous Time Systems  Control System Synthesis  Nonlinear Control Systems  Optimal Control  Function Approximation  Monte Carlo Methods  Closed Loop Systems  Asymptotic Stability  Adaptive Dynamic Programming  Robust Neural Control Design  Unknown Continuous-time Nonlinear Systems  Ct Nonlinear Systems  Adp-based Robust Neural Control Scheme  Robust Nonlinear Control Problem  Nonlinear Optimal Control Problem  Nominal System  Adp Algorithm  Actor-critic Dual Networks  Control Policy Approximation  Value Function Approximation  Actor Neural Network Weights  Critic Nn Weights  Monte Carlo Integration Method  Closed-loop System  Asymptotically Stability  
Neural-network-based adaptive guaranteed cost control of nonlinear dynamical systems with matched uncertainties 期刊论文
NEUROCOMPUTING, 2017, 卷号: 245, 页码: 46-54
Authors:  Mu, Chaoxu;  Wang, Ding
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Adaptive Dynamic Programming (Adp)  Guaranteed Cost Control  Neural Networks  Uncertain Dynamics  Stability  
Adaptive near-optimal controllers for non-linear decentralised feedback stabilisation problems 期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2017, 卷号: 11, 期号: 6, 页码: 799-806
Authors:  Wang, Ding;  He, Haibo;  Zhao, Bo;  Liu, Derong
Adobe PDF(3178Kb)  |  Favorite  |  View/Download:59/12  |  Submit date:2017/07/18
Adaptive Control  Optimal Control  Continuous Time Systems  Nonlinear Control Systems  Decentralised Control  Feedback  Stability  Control System Synthesis  Adaptive-critic-based Near-optimal Controller  Continuous-time Nonlinear Decentralised Feedback Stabilisation Problem  Decentralised Feedback Control Problem  Updating Rule  Approximation Property  Learning Mechanism  
Linear impulsive control system with impulse time windows 期刊论文
JOURNAL OF VIBRATION AND CONTROL, 2017, 卷号: 23, 期号: 1, 页码: 111-118
Authors:  Feng, Yuming;  Yu, Junzhi;  Li, Chuandong;  Huang, Tingwen;  Che, Hangjun
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Linear Impulsive Control System  Impulses  Impulse Time Windows  Asymptotic Stability  
Fuzzy-Based Goal Representation Adaptive Dynamic Programming 期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2016, 卷号: 24, 期号: 5, 页码: 1159-1175
Authors:  Tang, Yufei;  He, Haibo;  Ni, Zhen;  Zhong, Xiangnan;  Zhao, Dongbin;  Xu, Xin
Favorite  |  View/Download:42/0  |  Submit date:2017/02/14
Adaptive Dynamic Programming (Adp)  Fuzzy Hyperbolic Model (Fhm)  Goal Representation Adaptive Dynamic Programming (Gradp)  Internal Goal Representation  Multimachine Power Systems  Stability Analysis  
PROBABILITY ANALYSIS OF TERMINAL SLIDING MODE CONTROL OF SECOND-ORDER MARKOVIAN JUMP SYSTEMS 期刊论文
ASIAN JOURNAL OF CONTROL, 2016, 卷号: 18, 期号: 4, 页码: 1385-1394
Authors:  Zhu, Jiaming;  Yu, Xinghuo;  Zhang, Tianping;  Cao, Zhiqiang;  Yang, Yuequan;  Fang, Yu
Favorite  |  View/Download:47/0  |  Submit date:2017/02/14
Terminal Sliding Mode Control  Markovian Jump System  Mean-square Stability  Conditional Probability  
The Mean-Square Stability Probability of H-infinity Control of Continuous Markovian Jump Systems 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2016, 卷号: 61, 期号: 7, 页码: 1918-1924
Authors:  Zhu, Jiaming;  Yu, Xinghuo;  Zhang, Tianping;  Cao, Zhiqiang;  Yang, Yuequan;  Yi, Yang
Favorite  |  View/Download:52/0  |  Submit date:2016/10/20
Conditional Probability  H-infinity Control  Markovian Jump System  Mean-square Stability  State Observer