Edit Profile (opens in new tab) Liu, Derong Co-Author Distance Author ID: liu.derong Published as: Liu, Derong Documents Indexed: 103 Publications since 1992, including 8 Books 8 Contributions as Editor · 1 Further Contribution Biographic References: 1 Publication Co-Authors: 83 Co-Authors with 107 Joint Publications 3,189 Co-Co-Authors all top 5 Co-Authors 5 single-authored 23 Wang, Ding 20 Zhang, Huaguang 17 Wei, Qinglai 14 Michel, Anthony N. 10 Yang, Xiong 9 Zhao, Bo 7 Luo, Biao 7 Ma, Hongwen 5 Wang, Zhiliang 5 Zhao, Dongbin 4 Li, Hongliang 4 Zhang, Yongwei 3 Alippi, Cesare 3 Fei, Shumin 3 Ha, Mingming 3 Hou, Zengguang 3 Hu, Sanqing 3 Huang, Tingwen 3 Li, Chao 3 Li, Yuanchun 3 Molchanov, Alexander P. 3 Sun, Changyin 3 Xue, Shan 3 Zhang, Shunchao 2 Guan, Xinping 2 Hou, Ling 2 Lin, Hanquan 2 Liu, Chuanhan 2 Mu, Chaoxu 2 Smith, Stanley H. 2 Tan, Fuxiao 2 Wang, Feiyue 2 Wang, Kaining 2 Wang, Yongcheng 2 Wang, Zhanshan 2 Wang, Zhuo 2 Wang, Ziyang 2 Wu, Huaining 2 Wu, Qiuye 2 Xu, Yancai 1 Antsaklis, Panos J. 1 Arik, Sabri 1 Chen, Yaran 1 Gao, Ying 1 Hernández, Donato 1 Hohil, Myron E. 1 Huang, Yuzhu 1 Ji, Ce 1 Jiang, Yulian 1 Jin, Ning 1 Ledesma, Sergio 1 Lewis, Frank Leroy 1 Li, Danglin 1 Li, Hongyi 1 Li, Tao 1 Liang, Hongli 1 Liang, Mingming 1 Lin, Hai 1 Lin, Qiao 1 Luo, Bin 1 Luo, Fangchao 1 Luo, Qiliang 1 Luo, Yanhong 1 Polycarpou, Marios M. 1 Salih, Ismail 1 Senan, Sibel 1 Shao, Kun 1 Wang, Chenghong 1 Wang, Haitao 1 Wang, Shenquan 1 Xia, Zhenchao 1 Xie, Yinghui 1 Xu, Xuping 1 Yan, Pengfei 1 Zhai, Guisheng 1 Zhang, Dehua 1 Zhang, Yi 1 Zhang, Yun 1 Zhao, Yan 1 Zheng, Fei 1 Zhou, Tong 1 Zhu, Liao 1 Zhu, Yuanheng all top 5 Serials 13 Information Sciences 11 Neural Networks 7 International Journal of Systems Science. Principles and Applications of Systems and Integration 6 Acta Automatica Sinica 6 International Journal of Robust and Nonlinear Control 5 IEEE Transactions on Circuits and Systems. I: Fundamental Theory and Applications 5 Soft Computing 4 Automatica 3 Optimal Control Applications & Methods 3 Systems & Control Letters 3 Neurocomputing 3 Lecture Notes in Computer Science 2 International Journal of Control 2 IEEE Transactions on Automatic Control 2 IEEE Transactions on Circuits and Systems. II: Analog and Digital Signal Processing 2 International Journal of Bifurcation and Chaos in Applied Sciences and Engineering 2 Control Theory & Applications 2 Systems & Control: Foundations & Applications 2 IEEE Transactions on Circuits and Systems I: Regular Papers 2 Communications and Control Engineering 2 Control Engineering 1 Applied Mathematics and Computation 1 Fuzzy Sets and Systems 1 Circuits, Systems, and Signal Processing 1 Journal of Shanghai Jiaotong University (Chinese Edition) 1 International Journal of Adaptive Control and Signal Processing 1 Computational Statistics and Data Analysis 1 Neural, Parallel & Scientific Computations 1 International Journal of Applied Mathematics and Computer Science 1 Dynamics of Continuous, Discrete & Impulsive Systems. Series B. Applications & Algorithms 1 Nonlinear Dynamics and Systems Theory 1 Control and Decision 1 Journal of Control Theory and Applications 1 Journal of Zhejiang University. Science A 1 Lecture Notes in Control and Information Sciences 1 Pure and Applied Mathematics, Marcel Dekker 1 Series in Intelligent Control and Intelligent Automation 1 IEEE Control Systems 1 Advances in Industrial Control all top 5 Fields 81 Systems theory; control (93-XX) 35 Computer science (68-XX) 31 Operations research, mathematical programming (90-XX) 24 Calculus of variations and optimal control; optimization (49-XX) 20 Biology and other natural sciences (92-XX) 9 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 8 Dynamical systems and ergodic theory (37-XX) 7 General and overarching topics; collections (00-XX) 4 Ordinary differential equations (34-XX) 3 Information and communication theory, circuits (94-XX) 2 History and biography (01-XX) 2 Mathematical logic and foundations (03-XX) 2 Mechanics of particles and systems (70-XX) 1 Nonassociative rings and algebras (17-XX) 1 Partial differential equations (35-XX) 1 Difference and functional equations (39-XX) 1 Integral equations (45-XX) 1 Probability theory and stochastic processes (60-XX) 1 Statistics (62-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 84 Publications have been cited 1,037 times in 758 Documents Cited by ▼ Year ▼ An iterative adaptive dynamic programming method for solving a class of nonlinear zero-sum differential games. Zbl 1231.91028 Zhang, Huaguang; Wei, Qinglai; Liu, Derong 64 2011 Optimal control of unknown nonaffine nonlinear discrete-time systems based on adaptive dynamic programming. Zbl 1269.49042 Wang, Ding; Liu, Derong; Wei, Qinglai; Zhao, Dongbin; Jin, Ning 57 2012 Stability of dynamical systems. Continuous, discontinuous, and discrete systems. Zbl 1146.34002 Michel, Anthony N.; Hou, Ling; Liu, Derong 52 2008 Asymptotic stability of discrete-time systems with saturation nonlinearities with applications to digital filters. Zbl 0776.93077 Liu, Derong; Michel, Anthony N. 49 1992 Data-based approximate policy iteration for affine nonlinear continuous-time optimal control design. Zbl 1309.93188 Luo, Biao; Wu, Huai-Ning; Huang, Tingwen; Liu, Derong 35 2014 Two new operators in rough set theory with applications to fuzzy sets. Zbl 1101.68871 Zhang, Huaguang; Liang, Hongli; Liu, Derong 35 2004 Adaptive dynamic programming with applications in optimal control. Zbl 1390.93003 Liu, Derong; Wei, Qinglai; Wang, Ding; Yang, Xiong; Li, Hongliang 34 2017 Controlling chaos. Suppression, synchronization and chaotification. Zbl 1179.93004 Zhang, Huaguang; Liu, Derong; Wang, Zhiliang 34 2009 Reinforcement learning for adaptive optimal control of unknown continuous-time nonlinear systems with input constraints. Zbl 1317.93158 Yang, Xiong; Liu, Derong; Wang, Ding 30 2014 Dynamical systems with saturation nonlinearities: analysis and design. Zbl 0806.93051 Liu, Derong; Michel, Anthony N. 29 1994 An iterative adaptive dynamic programming algorithm for optimal control of unknown discrete-time nonlinear systems with constrained inputs. Zbl 1291.49018 Liu, Derong; Wang, Ding; Yang, Xiong 28 2013 Qualitative analysis and synthesis of recurrent neural networks. Zbl 1026.68115 Michel, Anthony N.; Liu, Derong 27 2002 Neural-network-based robust optimal control design for a class of uncertain nonlinear systems via adaptive dynamic programming. Zbl 1354.93045 Wang, Ding; Liu, Derong; Li, Hongliang; Ma, Hongwen 23 2014 Necessary and sufficient conditions for the Hurwitz and Schur stability of interval matrices. Zbl 0810.93051 Wang, Kaining; Michel, Anthony N.; Liu, Derong 23 1994 Stability analysis of state-space realization for two-dimensional filters with overflow nonlinearities. Zbl 0845.93072 Liu, Derong; Michel, Anthony N. 23 1994 Neural-network-observer-based optimal control for unknown nonlinear systems using adaptive dynamic programming. Zbl 1278.93145 Liu, Derong; Huang, Yuzhu; Wang, Ding; Wei, Qinglai 23 2013 Adaptive dynamic programming for control. Algorithms and stability. Zbl 1279.49017 Zhang, Huaguang; Liu, Derong; Luo, Yanhong; Wang, Ding 21 2013 Reinforcement learning solution for HJB equation arising in constrained optimal control problem. Zbl 1397.49044 Luo, Biao; Wu, Huai-Ning; Huang, Tingwen; Liu, Derong 20 2015 Lyapunov stability of two-dimensional digital filters with overflow nonlinearities. Zbl 0916.93055 Liu, Derong 20 1998 Fuzzy modeling and fuzzy control. Zbl 1203.93115 Zhang, Huaguang; Liu, Derong 20 2006 Neural network robust tracking control with adaptive critic framework for uncertain nonlinear systems. Zbl 1441.93066 Wang, Ding; Liu, Derong; Zhang, Yun; Li, Hongyi 18 2018 New robust stability results for bidirectional associative memory neural networks with multiple time delays. Zbl 1277.93066 Senan, Sibel; Arik, Sabri; Liu, Derong 16 2012 Online approximate solution of HJI equation for unknown constrained-input nonlinear continuous-time systems. Zbl 1391.49053 Yang, Xiong; Liu, Derong; Ma, Hongwen; Xu, Yancai 16 2016 An iterative \(\varepsilon\)-optimal control scheme for a class of discrete-time nonlinear systems with unfixed initial state. Zbl 1254.90288 Wei, Qinglai; Liu, Derong 16 2012 Cellular neural network for associative memories. Zbl 0800.92046 Liu, Derong; Michel, Anthony N. 15 1993 Optimal distributed synchronization control for continuous-time heterogeneous multi-agent differential graphical games. Zbl 1386.93023 Wei, Qinglai; Liu, Derong; Lewis, Frank L. 14 2015 Global asymptotic stability and robust stability of a class of Cohen-Grossberg neural networks with mixed delays. Zbl 1468.93149 Zhang, Huaguang; Wang, Zhanshan; Liu, Derong 14 2009 Neural robust stabilization via event-triggering mechanism and adaptive learning technique. Zbl 1441.93214 Wang, Ding; Liu, Derong 13 2018 Observer based adaptive dynamic programming for fault tolerant control of a class of nonlinear systems. Zbl 1432.93185 Zhao, Bo; Liu, Derong; Li, Yuanchun 13 2017 Criteria for robust absolute stability of time-varying nonlinear continuous-time systems. Zbl 1013.93044 Liu, Derong; Molchanov, Alexander 12 2002 A novel optimal tracking control scheme for a class of discrete-time nonlinear systems using generalised policy iteration adaptive dynamic programming algorithm. Zbl 1358.93076 Lin, Qiao; Wei, Qinglai; Liu, Derong 12 2017 Discrete-time online learning control for a class of unknown nonaffine nonlinear systems using reinforcement learning. Zbl 1308.93116 Yang, Xiong; Liu, Derong; Wang, Ding; Wei, Qinglai 12 2014 Data-based robust adaptive control for a class of unknown nonlinear constrained-input systems via integral reinforcement learning. Zbl 1429.93195 Yang, Xiong; Liu, Derong; Luo, Biao; Li, Chao 12 2016 Data-based robust optimal control of continuous-time affine nonlinear systems with matched uncertainties. Zbl 1430.49030 Wang, Ding; Li, Chao; Liu, Derong; Mu, Chaoxu 12 2016 Stability of dynamical systems. On the role of monotonic and non-monotonic Lyapunov functions. 2nd ed. Zbl 1319.34005 Michel, Anthony N.; Hou, Ling; Liu, Derong 10 2015 Fault detection and control co-design for discrete-time delayed fuzzy networked control systems subject to quantization and multiple packet dropouts. Zbl 1368.93332 Wang, Shenquan; Jiang, Yulian; Li, Yuanchun; Liu, Derong 10 2017 Observer-critic structure-based adaptive dynamic programming for decentralised tracking control of unknown large-scale nonlinear systems. Zbl 1371.93032 Zhao, Bo; Liu, Derong; Yang, Xiong; Li, Yuanchun 9 2017 Bipartite output consensus in networked multi-agent systems of high-order power integrators with signed digraph and input noises. Zbl 1346.93030 Ma, Hongwen; Liu, Derong; Wang, Ding; Luo, Biao 8 2016 Data-based self-learning optimal control: research progress and prospects. Zbl 1299.90359 Liu, Derong; Li, Hongliang; Wang, Ding 7 2013 Cloning template design of cellular neural networks for associative memories. Zbl 0889.68127 Liu, Derong 7 1997 Generalized value iteration for discounted optimal control with stability analysis. Zbl 1454.93226 Ha, Mingming; Wang, Ding; Liu, Derong 7 2021 Networked control systems. Theory and applications. In memory of George Nikolaos Saridis. Zbl 1143.93003 7 2008 Chaotifying fuzzy hyperbolic model using impulsive and nonlinear feedback control approaches. Zbl 1092.93553 Zhang, Huaguang; Wang, Zhiliang; Liu, Derong 6 2005 Event-triggered constrained control with DHP implementation for nonaffine discrete-time systems. Zbl 1461.93306 Ha, Mingming; Wang, Ding; Liu, Derong 6 2020 An optimal control scheme for a class of discrete-time nonlinear systems with time delays using adaptive dynamic programming. Zbl 1240.49044 Wei, Qinglai; Zhang, Huaguang; Liu, Derong; Zhao, Yan 6 2010 Chaotifying fuzzy hyperbolic model using adaptive inverse optimal control approach. Zbl 1129.93431 Zhang, Huaguang; Wang, Zhiliang; Liu, Derong 5 2004 Robust absolute stability of time-varying nonlinear discrete-time systems. Zbl 1368.93507 Molchanov, Alexander P.; Liu, Derong 5 2002 A neural-network-based online optimal control approach for nonlinear robust decentralized stabilization. Zbl 1369.93555 Wang, Ding; Liu, Derong; Li, Hongliang; Ma, Hongwen; Li, Chao 5 2016 On the global output convergence of a class of recurrent neural networks with time-varying inputs. Zbl 1071.68537 Hu, Sanqing; Liu, Derong 5 2005 Event-triggered decentralized optimal fault tolerant control for mismatched interconnected nonlinear systems through adaptive dynamic programming. Zbl 1472.93118 Luo, Fangchao; Zhao, Bo; Liu, Derong 5 2021 Multiperson zero-sum differential games for a class of uncertain nonlinear systems. Zbl 1414.91058 Liu, Derong; Wei, Qinglai 5 2014 Multi-step heuristic dynamic programming for optimal control of nonlinear discrete-time systems. Zbl 1433.49032 Luo, Biao; Liu, Derong; Huang, Tingwen; Yang, Xiong; Ma, Hongwen 5 2017 Data-driven nonlinear near-optimal regulation based on iterative neural dynamic programming. Zbl 1389.93150 Wang, Ding; Mu, Chaoxu; Liu, Derong 4 2017 Direct adaptive control for a class of discrete-time unknown nonaffine nonlinear systems using neural networks. Zbl 1326.93072 Yang, Xiong; Liu, Derong; Wei, Qinglai; Wang, Ding 4 2015 Online identifier-actor-critic algorithm for optimal control of nonlinear systems. Zbl 1370.49021 Lin, Hanquan; Wei, Qinglai; Liu, Derong 4 2017 Neuro-optimal tracking control for a class of discrete-time nonlinear systems via generalized value iteration adaptive dynamic programming approach. Zbl 1369.93318 Wei, Qinglai; Liu, Derong; Xu, Yancai 4 2016 A novel triggering condition of event-triggered control based on heuristic dynamic programming for discrete-time systems. Zbl 1398.93224 Wang, Ziyang; Wei, Qinglai; Liu, Derong 4 2018 Sparsely interconnected neural networks for associative memories with applications to cellular neural networks. Zbl 0801.68149 Liu, Derong; Michel, Anthony N. 4 1994 Event-triggered adaptive dynamic programming for discrete-time multi-player games. Zbl 1459.91005 Wang, Ziyang; Wei, Qinglai; Liu, Derong 4 2020 A new approach to finite-horizon optimal control for discrete-time affine nonlinear systems via a pseudolinear method. Zbl 07564881 Wei, Qinglai; Zhu, Liao; Li, Tao; Liu, Derong 4 2022 Asymptotic stability of systems operating on a closed hypercube. Zbl 0781.93082 Liu, Derong; Michel, Anthony N. 4 1992 Observer-based event-triggered control for zero-sum games of input constrained multi-player nonlinear systems. Zbl 1526.93166 Zhang, Shunchao; Zhao, Bo; Liu, Derong; Zhang, Yongwei 4 2021 Synchronization of a class of delayed chaotic neural networks with fully unknown parameters. Zbl 1092.37059 Zhang, Huaguang; Xie, Yinghui; Liu, Derong 3 2006 Data-based analysis of discrete-time linear systems in noisy environment: controllability and observability. Zbl 1354.93025 Liu, Derong; Yan, Pengfei; Wei, Qinglai 3 2014 Extended Lie algebraic stability analysis for switched systems with continuous-time and discrete-time subsystems. Zbl 1234.93086 Zhai, Guisheng; Xu, Xuping; Lin, Hai; Liu, Derong 3 2007 Improved value iteration for neural-network-based stochastic optimal control design. Zbl 1443.93140 Liang, Mingming; Wang, Ding; Liu, Derong 3 2020 Neural-network-based discounted optimal control via an integrated value iteration with accuracy guarantee. Zbl 1523.49004 Ha, Mingming; Wang, Ding; Liu, Derong 3 2021 Adaptive tracking control of leader-following linear multi-agent systems with external disturbances. Zbl 1346.93217 Lin, Hanquan; Wei, Qinglai; Liu, Derong; Ma, Hongwen 2 2016 Approximate optimal solution of the DTHJB equation for a class of nonlinear affine systems with unknown dead-zone constraints. Zbl 1325.93039 Zhang, Dehua; Liu, Derong; Wang, Ding 2 2014 Finite horizon optimal control of discrete-time nonlinear systems with unfixed initial state using adaptive dynamic programming. Zbl 1249.90310 Wei, Qinglai; Liu, Derong 2 2011 Adaptive dynamic programming-based decentralised control for large-scale nonlinear systems subject to mismatched interconnections with unknown time-delay. Zbl 1483.93315 Wu, Qiuye; Zhao, Bo; Liu, Derong 2 2020 Integral reinforcement learning based event-triggered control with input saturation. Zbl 1478.93423 Xue, Shan; Luo, Biao; Liu, Derong 2 2020 N-bit parity neural networks: new solutions based on linear programming. Zbl 1006.68779 Liu, Derong; Hohil, Myron E.; Smith, Stanley H. 1 2002 Robustness analysis and design of a class of neural networks with sparse interconnecting structure. Zbl 0859.68078 Liu, Derong; Michel, Anthony N. 1 1996 Data-based stability analysis of a class of nonlinear discrete-time systems. Zbl 1284.93196 Wang, Zhuo; Liu, Derong 1 2013 Data-based output feedback control using least squares estimation method for a class of nonlinear systems. Zbl 1302.93142 Wang, Zhuo; Liu, Derong 1 2014 Stability analysis of a class of systems with parameter uncertainties and with state saturation nonlinearities. Zbl 0833.93044 Michel, Anthony N.; Liu, Derong; Wang, Kaining 1 1995 Exponential stability analysis of neural networks with multiple time delays. Zbl 1082.68766 Zhang, Huaguang; Wang, Zhanshan; Liu, Derong 1 2005 Robust stability analysis of a class of Hopfield neural networks with multiple delays. Zbl 1082.68765 Zhang, Huaguang; Ji, Ce; Liu, Derong 1 2005 Asymptotic stability of a class of linear discrete systems with multiple independent variables. Zbl 1173.39302 Liu, Derong; Molchanov, Alexander 1 2003 Connectivity preservation of second-order nonlinear multiagent systems with hybrid event-driven and time-driven control. Zbl 1482.93047 Ma, Hongwen; Wang, Ding; Liu, Derong 1 2018 Event-triggered adaptive dynamic programming for multi-player zero-sum games with unknown dynamics. Zbl 1492.91015 Zhang, Yongwei; Zhao, Bo; Liu, Derong 1 2021 Null controllability of systems with control constraints and state saturation. Zbl 0782.93014 Liu, Derong; Michel, Anthony N. 1 1993 Advances in neural networks – ISNN 2007. 4th international symposium on neural networks, ISNN 2007, Nanjing, China, June 3–7, 2007. Proceedings, Part II. Zbl 1145.68308 1 2007 A new approach to finite-horizon optimal control for discrete-time affine nonlinear systems via a pseudolinear method. Zbl 07564881 Wei, Qinglai; Zhu, Liao; Li, Tao; Liu, Derong 4 2022 Generalized value iteration for discounted optimal control with stability analysis. Zbl 1454.93226 Ha, Mingming; Wang, Ding; Liu, Derong 7 2021 Event-triggered decentralized optimal fault tolerant control for mismatched interconnected nonlinear systems through adaptive dynamic programming. Zbl 1472.93118 Luo, Fangchao; Zhao, Bo; Liu, Derong 5 2021 Observer-based event-triggered control for zero-sum games of input constrained multi-player nonlinear systems. Zbl 1526.93166 Zhang, Shunchao; Zhao, Bo; Liu, Derong; Zhang, Yongwei 4 2021 Neural-network-based discounted optimal control via an integrated value iteration with accuracy guarantee. Zbl 1523.49004 Ha, Mingming; Wang, Ding; Liu, Derong 3 2021 Event-triggered adaptive dynamic programming for multi-player zero-sum games with unknown dynamics. Zbl 1492.91015 Zhang, Yongwei; Zhao, Bo; Liu, Derong 1 2021 Event-triggered constrained control with DHP implementation for nonaffine discrete-time systems. Zbl 1461.93306 Ha, Mingming; Wang, Ding; Liu, Derong 6 2020 Event-triggered adaptive dynamic programming for discrete-time multi-player games. Zbl 1459.91005 Wang, Ziyang; Wei, Qinglai; Liu, Derong 4 2020 Improved value iteration for neural-network-based stochastic optimal control design. Zbl 1443.93140 Liang, Mingming; Wang, Ding; Liu, Derong 3 2020 Adaptive dynamic programming-based decentralised control for large-scale nonlinear systems subject to mismatched interconnections with unknown time-delay. Zbl 1483.93315 Wu, Qiuye; Zhao, Bo; Liu, Derong 2 2020 Integral reinforcement learning based event-triggered control with input saturation. Zbl 1478.93423 Xue, Shan; Luo, Biao; Liu, Derong 2 2020 Neural network robust tracking control with adaptive critic framework for uncertain nonlinear systems. Zbl 1441.93066 Wang, Ding; Liu, Derong; Zhang, Yun; Li, Hongyi 18 2018 Neural robust stabilization via event-triggering mechanism and adaptive learning technique. Zbl 1441.93214 Wang, Ding; Liu, Derong 13 2018 A novel triggering condition of event-triggered control based on heuristic dynamic programming for discrete-time systems. Zbl 1398.93224 Wang, Ziyang; Wei, Qinglai; Liu, Derong 4 2018 Connectivity preservation of second-order nonlinear multiagent systems with hybrid event-driven and time-driven control. Zbl 1482.93047 Ma, Hongwen; Wang, Ding; Liu, Derong 1 2018 Adaptive dynamic programming with applications in optimal control. Zbl 1390.93003 Liu, Derong; Wei, Qinglai; Wang, Ding; Yang, Xiong; Li, Hongliang 34 2017 Observer based adaptive dynamic programming for fault tolerant control of a class of nonlinear systems. Zbl 1432.93185 Zhao, Bo; Liu, Derong; Li, Yuanchun 13 2017 A novel optimal tracking control scheme for a class of discrete-time nonlinear systems using generalised policy iteration adaptive dynamic programming algorithm. Zbl 1358.93076 Lin, Qiao; Wei, Qinglai; Liu, Derong 12 2017 Fault detection and control co-design for discrete-time delayed fuzzy networked control systems subject to quantization and multiple packet dropouts. Zbl 1368.93332 Wang, Shenquan; Jiang, Yulian; Li, Yuanchun; Liu, Derong 10 2017 Observer-critic structure-based adaptive dynamic programming for decentralised tracking control of unknown large-scale nonlinear systems. Zbl 1371.93032 Zhao, Bo; Liu, Derong; Yang, Xiong; Li, Yuanchun 9 2017 Multi-step heuristic dynamic programming for optimal control of nonlinear discrete-time systems. Zbl 1433.49032 Luo, Biao; Liu, Derong; Huang, Tingwen; Yang, Xiong; Ma, Hongwen 5 2017 Data-driven nonlinear near-optimal regulation based on iterative neural dynamic programming. Zbl 1389.93150 Wang, Ding; Mu, Chaoxu; Liu, Derong 4 2017 Online identifier-actor-critic algorithm for optimal control of nonlinear systems. Zbl 1370.49021 Lin, Hanquan; Wei, Qinglai; Liu, Derong 4 2017 Online approximate solution of HJI equation for unknown constrained-input nonlinear continuous-time systems. Zbl 1391.49053 Yang, Xiong; Liu, Derong; Ma, Hongwen; Xu, Yancai 16 2016 Data-based robust adaptive control for a class of unknown nonlinear constrained-input systems via integral reinforcement learning. Zbl 1429.93195 Yang, Xiong; Liu, Derong; Luo, Biao; Li, Chao 12 2016 Data-based robust optimal control of continuous-time affine nonlinear systems with matched uncertainties. Zbl 1430.49030 Wang, Ding; Li, Chao; Liu, Derong; Mu, Chaoxu 12 2016 Bipartite output consensus in networked multi-agent systems of high-order power integrators with signed digraph and input noises. Zbl 1346.93030 Ma, Hongwen; Liu, Derong; Wang, Ding; Luo, Biao 8 2016 A neural-network-based online optimal control approach for nonlinear robust decentralized stabilization. Zbl 1369.93555 Wang, Ding; Liu, Derong; Li, Hongliang; Ma, Hongwen; Li, Chao 5 2016 Neuro-optimal tracking control for a class of discrete-time nonlinear systems via generalized value iteration adaptive dynamic programming approach. Zbl 1369.93318 Wei, Qinglai; Liu, Derong; Xu, Yancai 4 2016 Adaptive tracking control of leader-following linear multi-agent systems with external disturbances. Zbl 1346.93217 Lin, Hanquan; Wei, Qinglai; Liu, Derong; Ma, Hongwen 2 2016 Reinforcement learning solution for HJB equation arising in constrained optimal control problem. Zbl 1397.49044 Luo, Biao; Wu, Huai-Ning; Huang, Tingwen; Liu, Derong 20 2015 Optimal distributed synchronization control for continuous-time heterogeneous multi-agent differential graphical games. Zbl 1386.93023 Wei, Qinglai; Liu, Derong; Lewis, Frank L. 14 2015 Stability of dynamical systems. On the role of monotonic and non-monotonic Lyapunov functions. 2nd ed. Zbl 1319.34005 Michel, Anthony N.; Hou, Ling; Liu, Derong 10 2015 Direct adaptive control for a class of discrete-time unknown nonaffine nonlinear systems using neural networks. Zbl 1326.93072 Yang, Xiong; Liu, Derong; Wei, Qinglai; Wang, Ding 4 2015 Data-based approximate policy iteration for affine nonlinear continuous-time optimal control design. Zbl 1309.93188 Luo, Biao; Wu, Huai-Ning; Huang, Tingwen; Liu, Derong 35 2014 Reinforcement learning for adaptive optimal control of unknown continuous-time nonlinear systems with input constraints. Zbl 1317.93158 Yang, Xiong; Liu, Derong; Wang, Ding 30 2014 Neural-network-based robust optimal control design for a class of uncertain nonlinear systems via adaptive dynamic programming. Zbl 1354.93045 Wang, Ding; Liu, Derong; Li, Hongliang; Ma, Hongwen 23 2014 Discrete-time online learning control for a class of unknown nonaffine nonlinear systems using reinforcement learning. Zbl 1308.93116 Yang, Xiong; Liu, Derong; Wang, Ding; Wei, Qinglai 12 2014 Multiperson zero-sum differential games for a class of uncertain nonlinear systems. Zbl 1414.91058 Liu, Derong; Wei, Qinglai 5 2014 Data-based analysis of discrete-time linear systems in noisy environment: controllability and observability. Zbl 1354.93025 Liu, Derong; Yan, Pengfei; Wei, Qinglai 3 2014 Approximate optimal solution of the DTHJB equation for a class of nonlinear affine systems with unknown dead-zone constraints. Zbl 1325.93039 Zhang, Dehua; Liu, Derong; Wang, Ding 2 2014 Data-based output feedback control using least squares estimation method for a class of nonlinear systems. Zbl 1302.93142 Wang, Zhuo; Liu, Derong 1 2014 An iterative adaptive dynamic programming algorithm for optimal control of unknown discrete-time nonlinear systems with constrained inputs. Zbl 1291.49018 Liu, Derong; Wang, Ding; Yang, Xiong 28 2013 Neural-network-observer-based optimal control for unknown nonlinear systems using adaptive dynamic programming. Zbl 1278.93145 Liu, Derong; Huang, Yuzhu; Wang, Ding; Wei, Qinglai 23 2013 Adaptive dynamic programming for control. Algorithms and stability. Zbl 1279.49017 Zhang, Huaguang; Liu, Derong; Luo, Yanhong; Wang, Ding 21 2013 Data-based self-learning optimal control: research progress and prospects. Zbl 1299.90359 Liu, Derong; Li, Hongliang; Wang, Ding 7 2013 Data-based stability analysis of a class of nonlinear discrete-time systems. Zbl 1284.93196 Wang, Zhuo; Liu, Derong 1 2013 Optimal control of unknown nonaffine nonlinear discrete-time systems based on adaptive dynamic programming. Zbl 1269.49042 Wang, Ding; Liu, Derong; Wei, Qinglai; Zhao, Dongbin; Jin, Ning 57 2012 New robust stability results for bidirectional associative memory neural networks with multiple time delays. Zbl 1277.93066 Senan, Sibel; Arik, Sabri; Liu, Derong 16 2012 An iterative \(\varepsilon\)-optimal control scheme for a class of discrete-time nonlinear systems with unfixed initial state. Zbl 1254.90288 Wei, Qinglai; Liu, Derong 16 2012 An iterative adaptive dynamic programming method for solving a class of nonlinear zero-sum differential games. Zbl 1231.91028 Zhang, Huaguang; Wei, Qinglai; Liu, Derong 64 2011 Finite horizon optimal control of discrete-time nonlinear systems with unfixed initial state using adaptive dynamic programming. Zbl 1249.90310 Wei, Qinglai; Liu, Derong 2 2011 An optimal control scheme for a class of discrete-time nonlinear systems with time delays using adaptive dynamic programming. Zbl 1240.49044 Wei, Qinglai; Zhang, Huaguang; Liu, Derong; Zhao, Yan 6 2010 Controlling chaos. Suppression, synchronization and chaotification. Zbl 1179.93004 Zhang, Huaguang; Liu, Derong; Wang, Zhiliang 34 2009 Global asymptotic stability and robust stability of a class of Cohen-Grossberg neural networks with mixed delays. Zbl 1468.93149 Zhang, Huaguang; Wang, Zhanshan; Liu, Derong 14 2009 Stability of dynamical systems. Continuous, discontinuous, and discrete systems. Zbl 1146.34002 Michel, Anthony N.; Hou, Ling; Liu, Derong 52 2008 Networked control systems. Theory and applications. In memory of George Nikolaos Saridis. Zbl 1143.93003 7 2008 Extended Lie algebraic stability analysis for switched systems with continuous-time and discrete-time subsystems. Zbl 1234.93086 Zhai, Guisheng; Xu, Xuping; Lin, Hai; Liu, Derong 3 2007 Advances in neural networks – ISNN 2007. 4th international symposium on neural networks, ISNN 2007, Nanjing, China, June 3–7, 2007. Proceedings, Part II. Zbl 1145.68308 1 2007 Fuzzy modeling and fuzzy control. Zbl 1203.93115 Zhang, Huaguang; Liu, Derong 20 2006 Synchronization of a class of delayed chaotic neural networks with fully unknown parameters. Zbl 1092.37059 Zhang, Huaguang; Xie, Yinghui; Liu, Derong 3 2006 Chaotifying fuzzy hyperbolic model using impulsive and nonlinear feedback control approaches. Zbl 1092.93553 Zhang, Huaguang; Wang, Zhiliang; Liu, Derong 6 2005 On the global output convergence of a class of recurrent neural networks with time-varying inputs. Zbl 1071.68537 Hu, Sanqing; Liu, Derong 5 2005 Exponential stability analysis of neural networks with multiple time delays. Zbl 1082.68766 Zhang, Huaguang; Wang, Zhanshan; Liu, Derong 1 2005 Robust stability analysis of a class of Hopfield neural networks with multiple delays. Zbl 1082.68765 Zhang, Huaguang; Ji, Ce; Liu, Derong 1 2005 Two new operators in rough set theory with applications to fuzzy sets. Zbl 1101.68871 Zhang, Huaguang; Liang, Hongli; Liu, Derong 35 2004 Chaotifying fuzzy hyperbolic model using adaptive inverse optimal control approach. Zbl 1129.93431 Zhang, Huaguang; Wang, Zhiliang; Liu, Derong 5 2004 Asymptotic stability of a class of linear discrete systems with multiple independent variables. Zbl 1173.39302 Liu, Derong; Molchanov, Alexander 1 2003 Qualitative analysis and synthesis of recurrent neural networks. Zbl 1026.68115 Michel, Anthony N.; Liu, Derong 27 2002 Criteria for robust absolute stability of time-varying nonlinear continuous-time systems. Zbl 1013.93044 Liu, Derong; Molchanov, Alexander 12 2002 Robust absolute stability of time-varying nonlinear discrete-time systems. Zbl 1368.93507 Molchanov, Alexander P.; Liu, Derong 5 2002 N-bit parity neural networks: new solutions based on linear programming. Zbl 1006.68779 Liu, Derong; Hohil, Myron E.; Smith, Stanley H. 1 2002 Lyapunov stability of two-dimensional digital filters with overflow nonlinearities. Zbl 0916.93055 Liu, Derong 20 1998 Cloning template design of cellular neural networks for associative memories. Zbl 0889.68127 Liu, Derong 7 1997 Robustness analysis and design of a class of neural networks with sparse interconnecting structure. Zbl 0859.68078 Liu, Derong; Michel, Anthony N. 1 1996 Stability analysis of a class of systems with parameter uncertainties and with state saturation nonlinearities. Zbl 0833.93044 Michel, Anthony N.; Liu, Derong; Wang, Kaining 1 1995 Dynamical systems with saturation nonlinearities: analysis and design. Zbl 0806.93051 Liu, Derong; Michel, Anthony N. 29 1994 Necessary and sufficient conditions for the Hurwitz and Schur stability of interval matrices. Zbl 0810.93051 Wang, Kaining; Michel, Anthony N.; Liu, Derong 23 1994 Stability analysis of state-space realization for two-dimensional filters with overflow nonlinearities. Zbl 0845.93072 Liu, Derong; Michel, Anthony N. 23 1994 Sparsely interconnected neural networks for associative memories with applications to cellular neural networks. Zbl 0801.68149 Liu, Derong; Michel, Anthony N. 4 1994 Cellular neural network for associative memories. Zbl 0800.92046 Liu, Derong; Michel, Anthony N. 15 1993 Null controllability of systems with control constraints and state saturation. Zbl 0782.93014 Liu, Derong; Michel, Anthony N. 1 1993 Asymptotic stability of discrete-time systems with saturation nonlinearities with applications to digital filters. Zbl 0776.93077 Liu, Derong; Michel, Anthony N. 49 1992 Asymptotic stability of systems operating on a closed hypercube. Zbl 0781.93082 Liu, Derong; Michel, Anthony N. 4 1992 all cited Publications top 5 cited Publications all top 5 Cited by 1,479 Authors 41 Liu, Derong 29 Wang, Ding 22 Zhang, Huaguang 21 Kar, Haranath 20 Sugie, Jitsuro 14 Lewis, Frank Leroy 13 Wei, Qinglai 13 Yang, Xiong 11 Wang, Zidong 10 Liu, Chunsheng 10 Singh, Vimal 10 Xie, Xiangpeng 9 Jiang, Zhong-Ping 9 Kandanvli, V. Krishna Rao 9 Mu, Chaoxu 8 Luo, Biao 8 Qiao, Junfei 8 Sun, Jingliang 8 Zhao, Bo 7 Cao, Jinde 7 Davvaz, Bijan 7 Lam, James 7 Liang, Jinling 7 Xu, Shengyuan 6 Atef, Mohammed 6 Ge, Shuzhi Sam 6 Ha, Mingming 6 Kokil, Priyanka 6 Luo, Yanhong 6 Song, Ruizhuo 6 Sun, Changyin 6 Wang, Zhanshan 6 Yang, Guanghong 6 Zhang, Yuping 6 Zhao, Xudong 5 Chen, Xin 5 Gao, Huijun 5 Hu, Jiangping 5 Huang, Tingwen 5 Ma, Hongwen 5 Niu, Ben 5 Ren, Jin 5 Shen, Tao 5 Shi, Peng 5 Yuan, Zhugang 5 Yue, Dong 5 Zeng, Zhigang 5 Zhang, Yun 5 Zhao, Mingming 4 Ahn, Choon Ki 4 Al-saedi, Ahmed Eid Salem 4 Briat, Corentin 4 Dixon, Warren E. 4 Fei, Shumin 4 Gao, Weinan 4 Jiang, Yu 4 Lin, Zongli 4 Liu, Xinzhi 4 Michel, Anthony N. 4 Ming, Zhongyang 4 Modares, Hamidreza 4 Na, Jing 4 Nikooeinejad, Z. 4 Trikha, Pushali 4 Wang, Huanqing 4 Wang, Xiaohong 4 Xu, Xin 4 Zeng, Yong 4 Zhang, Yongwei 4 Zhong, Shou-Ming 4 Zhu, Hong 3 Bian, Tao 3 Chen, Ci 3 Chen, Shyh-Feng 3 Chen, SiZhe 3 Chen, Zitao 3 Cui, Lili 3 Das, Saptarshi 3 Delavarkhalafi, Ali 3 Deptula, Patryk 3 Ding, Derui 3 Dong, Hongli 3 Emelianova, Julia P. 3 Fu, Hao 3 Gałkowski, Krzysztof 3 Gao, Zhongke 3 Ghosh, Bijoy Kumar 3 He, Haibo 3 Hill, David John 3 Hu, Lingzhi 3 Jahanzaib, Lone Seth 3 Khan, Ayub 3 Kiumarsi, Bahare 3 Li, Chao 3 Li, Hongyi 3 Li, Huijuan 3 Li, Xiaodi 3 Liang, Yuling 3 Liao, Xiao Xin 3 Liu, Bin ...and 1,379 more Authors all top 5 Cited in 119 Serials 59 Automatica 59 Information Sciences 52 Journal of the Franklin Institute 49 Neural Networks 48 International Journal of Robust and Nonlinear Control 34 International Journal of Control 33 International Journal of Systems Science. Principles and Applications of Systems and Integration 31 Applied Mathematics and Computation 31 Optimal Control Applications & Methods 20 Circuits, Systems, and Signal Processing 18 Nonlinear Dynamics 15 Chaos, Solitons and Fractals 15 Soft Computing 13 Systems & Control Letters 11 Fuzzy Sets and Systems 11 Mathematical Problems in Engineering 10 Communications in Nonlinear Science and Numerical Simulation 9 Multidimensional Systems and Signal Processing 9 International Journal of Adaptive Control and Signal Processing 8 Signal Processing 8 Applied Mathematical Modelling 8 Abstract and Applied Analysis 8 Nonlinear Analysis. Hybrid Systems 7 Complexity 6 Journal of Mathematical Analysis and Applications 6 Journal of Computational and Applied Mathematics 6 International Journal of Bifurcation and Chaos in Applied Sciences and Engineering 6 European Journal of Control 5 SIAM Journal on Control and Optimization 4 International Journal of General Systems 4 International Journal of Systems Science 4 Mathematics and Computers in Simulation 4 Nonlinear Analysis. Theory, Methods & Applications. Series A: Theory and Methods 4 Linear Algebra and its Applications 4 International Journal of Applied Mathematics and Computer Science 4 Nonlinear Analysis. Real World Applications 4 Advances in Difference Equations 4 Journal of Control Theory and Applications 4 Asian Journal of Control 3 Proceedings of the American Mathematical Society 3 Automation and Remote Control 3 International Journal of Computer Mathematics 3 Discrete Dynamics in Nature and Society 3 Nonlinear Analysis. Modelling and Control 3 Journal of Mathematics 2 Physics Letters. A 2 International Journal of Circuit Theory and Applications 2 Optimization 2 International Journal of Approximate Reasoning 2 Neural Computation 2 Pattern Recognition 2 Journal of Dynamics and Differential Equations 2 Journal of Mathematical Sciences (New York) 2 Journal of Difference Equations and Applications 2 Qualitative Theory of Dynamical Systems 2 Discrete and Continuous Dynamical Systems. Series B 2 Journal of Systems Science and Complexity 2 Journal of Control Science and Engineering 2 Science China. Information Sciences 2 Arabian Journal for Science and Engineering 2 ISRN Computational Mathematics 2 Control Theory and Technology 2 International Journal of Applied and Computational Mathematics 2 Prikladnaya Diskretnaya Matematika 1 International Journal of Modern Physics B 1 Biological Cybernetics 1 Computers & Mathematics with Applications 1 Journal of Applied Mathematics and Mechanics 1 Journal of Computational Physics 1 Mathematical Methods in the Applied Sciences 1 ZAMP. Zeitschrift für angewandte Mathematik und Physik 1 IEEE Transactions on Automatic Control 1 Journal of Optimization Theory and Applications 1 Monatshefte für Mathematik 1 Numerical Functional Analysis and Optimization 1 Theoretical Computer Science 1 Acta Mathematica Hungarica 1 Acta Applicandae Mathematicae 1 Annals of Pure and Applied Logic 1 Computers & Operations Research 1 Applied Mathematics Letters 1 MCSS. Mathematics of Control, Signals, and Systems 1 AI Communications 1 Real-Time Systems 1 European Journal of Operational Research 1 Chinese Science Bulletin 1 Vestnik St. Petersburg University. Mathematics 1 SIAM Journal on Scientific Computing 1 Computational and Applied Mathematics 1 Neural Processing Letters 1 Mathematics and Mechanics of Solids 1 Journal of Inequalities and Applications 1 Chaos 1 Revista Matemática Complutense 1 Mathematical and Computer Modelling of Dynamical Systems 1 Journal of Dynamical and Control Systems 1 DGDS. Differential Geometry – Dynamical Systems 1 International Journal of Nonlinear Sciences and Numerical Simulation 1 Dynamical Systems 1 Journal of Applied Mathematics ...and 19 more Serials all top 5 Cited in 32 Fields 546 Systems theory; control (93-XX) 132 Calculus of variations and optimal control; optimization (49-XX) 115 Ordinary differential equations (34-XX) 113 Operations research, mathematical programming (90-XX) 107 Computer science (68-XX) 101 Biology and other natural sciences (92-XX) 55 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 43 Dynamical systems and ergodic theory (37-XX) 29 Information and communication theory, circuits (94-XX) 22 Mathematical logic and foundations (03-XX) 18 Numerical analysis (65-XX) 13 Probability theory and stochastic processes (60-XX) 12 Difference and functional equations (39-XX) 9 Linear and multilinear algebra; matrix theory (15-XX) 8 Partial differential equations (35-XX) 6 Mechanics of particles and systems (70-XX) 5 Combinatorics (05-XX) 3 Associative rings and algebras (16-XX) 3 Real functions (26-XX) 3 Operator theory (47-XX) 2 General algebraic systems (08-XX) 2 General topology (54-XX) 2 Statistics (62-XX) 2 Statistical mechanics, structure of matter (82-XX) 1 History and biography (01-XX) 1 Order, lattices, ordered algebraic structures (06-XX) 1 Number theory (11-XX) 1 Group theory and generalizations (20-XX) 1 Algebraic topology (55-XX) 1 Mechanics of deformable solids (74-XX) 1 Fluid mechanics (76-XX) 1 Geophysics (86-XX) Citations by Year