Neural-network-based adaptive optimal tracking control scheme for discrete-time nonlinear systems with approximation errors

Neurocomputing ◽

10.1016/j.neucom.2013.09.069 ◽

2015 ◽

Vol 149 ◽

pp. 106-115 ◽

Author(s):

Qinglai Wei ◽

Derong Liu

Keyword(s):

Neural Network ◽

Nonlinear Systems ◽

Discrete Time ◽

Tracking Control ◽

Optimal Tracking ◽

Optimal Tracking Control ◽

Control Scheme ◽

Approximation Errors

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Optimal Tracking Control Scheme for Discrete-Time Nonlinear Systems with Approximation Errors

Advances in Neural Networks – ISNN 2013 - Lecture Notes in Computer Science ◽

10.1007/978-3-642-39068-5_1 ◽

2013 ◽

pp. 1-10 ◽

Author(s):

Qinglai Wei ◽

Derong Liu

Keyword(s):

Nonlinear Systems ◽

Discrete Time ◽

Tracking Control ◽

Optimal Tracking ◽

Optimal Tracking Control ◽

Control Scheme ◽

Approximation Errors

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Neural-network-based optimal tracking control scheme for a class of unknown discrete-time nonlinear systems using iterative ADP algorithm

Neurocomputing ◽

10.1016/j.neucom.2012.07.047 ◽

2014 ◽

Vol 125 ◽

pp. 46-56 ◽

Author(s):

Yuzhu Huang ◽

Derong Liu

Keyword(s):

Neural Network ◽

Nonlinear Systems ◽

Discrete Time ◽

Tracking Control ◽

Optimal Tracking ◽

Optimal Tracking Control ◽

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Data-driven finite-horizon optimal tracking control scheme for completely unknown discrete-time nonlinear systems

Neurocomputing ◽

10.1016/j.neucom.2019.05.026 ◽

2019 ◽

Vol 356 ◽

pp. 206-216 ◽

Author(s):

Ruizhuo Song ◽

Yulong Xie ◽

Zenglian Zhang

Keyword(s):

Nonlinear Systems ◽

Discrete Time ◽

Tracking Control ◽

Finite Horizon ◽

Data Driven ◽

Optimal Tracking ◽

Optimal Tracking Control ◽

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A Novel Infinite-Time Optimal Tracking Control Scheme for a Class of Discrete-Time Nonlinear Systems via the Greedy HDP Iteration Algorithm

IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) ◽

10.1109/tsmcb.2008.920269 ◽

2008 ◽

Vol 38 (4) ◽

pp. 937-942 ◽

Author(s):

Huaguang Zhang ◽

Qinglai Wei ◽

Yanhong Luo

Keyword(s):

Nonlinear Systems ◽

Discrete Time ◽

Tracking Control ◽

Iteration Algorithm ◽

Infinite Time ◽

Optimal Tracking ◽

Optimal Tracking Control ◽

Control Scheme ◽

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Neural-network-based stochastic linear quadratic optimal tracking control scheme for unknown discrete-time systems using adaptive dynamic programming

Control Theory and Technology ◽

10.1007/s11768-021-00046-y ◽

2021 ◽

Author(s):

Xin Chen ◽

Fang Wang

Keyword(s):

Neural Network ◽

Dynamic Programming ◽

Discrete Time ◽

Tracking Control ◽

Adaptive Dynamic Programming ◽

Linear Quadratic ◽

Optimal Tracking ◽

Discrete Time Systems ◽

Control Scheme ◽

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Neural Network-Based Model-Free Adaptive Near-Optimal Tracking Control for a Class of Nonlinear Systems

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2018.2828114 ◽

2018 ◽

Vol 29 (12) ◽

pp. 6227-6241 ◽

Author(s):

Yinyan Zhang ◽

Shuai Li ◽

Xiaoping Liu

Keyword(s):

Neural Network ◽

Nonlinear Systems ◽

Tracking Control ◽

Optimal Tracking ◽

Optimal Tracking Control ◽

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Neural-Network-Based Robust Optimal Tracking Control for MIMO Discrete-Time Systems With Unknown Uncertainty Using Adaptive Critic Design

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2017.2660070 ◽

2018 ◽

Vol 29 (4) ◽

pp. 1239-1251 ◽

Author(s):

Lei Liu ◽

Zhanshan Wang ◽

Huaguang Zhang

Keyword(s):

Neural Network ◽

Discrete Time ◽

Tracking Control ◽

Adaptive Critic ◽

Optimal Tracking ◽

Optimal Tracking Control ◽

Discrete Time Systems ◽

Adaptive Critic Design ◽

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Neural network‐based optimal tracking control for partially unknown discrete‐time non‐linear systems using reinforcement learning

IET Control Theory and Applications ◽

10.1049/cth2.12037 ◽

2020 ◽

Author(s):

Jingang Zhao ◽

Prateek Vishal

Keyword(s):

Neural Network ◽

Reinforcement Learning ◽

Linear Systems ◽

Discrete Time ◽

Tracking Control ◽

Optimal Tracking ◽

Optimal Tracking Control ◽

Non Linear Systems

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Iterative GDHP-based approximate optimal tracking control for a class of discrete-time nonlinear systems

Neurocomputing ◽

10.1016/j.neucom.2016.06.059 ◽

2016 ◽

Vol 214 ◽

pp. 775-784 ◽

Author(s):

Chaoxu Mu ◽

Changyin Sun ◽

Aiguo Song ◽

Hualong Yu

Keyword(s):

Nonlinear Systems ◽

Discrete Time ◽

Tracking Control ◽

Optimal Tracking ◽

Optimal Tracking Control

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A novel optimal tracking control scheme for a class of discrete-time nonlinear systems using generalised policy iteration adaptive dynamic programming algorithm

International Journal of Systems Science ◽

10.1080/00207721.2016.1188177 ◽

2016 ◽

Vol 48 (3) ◽

pp. 525-534 ◽

Author(s):

Qiao Lin ◽

Qinglai Wei ◽

Derong Liu

Keyword(s):

Dynamic Programming ◽

Nonlinear Systems ◽

Discrete Time ◽

Tracking Control ◽

Dynamic Programming Algorithm ◽

Adaptive Dynamic Programming ◽

Programming Algorithm ◽

Optimal Tracking ◽

Adaptive Dynamic ◽

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