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## Liu, Derong

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 Author ID: liu.derong Published as: Liu, Derong; Liu, D.
 Documents Indexed: 118 Publications since 1989, including 15 Books
all top 5

#### Co-Authors

 3 single-authored 21 Wang, Ding 20 Wei, Qinglai 19 Zhang, Huaguang 14 Michel, Anthony N. 10 Yang, Xiong 6 Ma, Hongwen 5 Luo, Biao 5 Wang, Zhiliang 5 Zhao, Dongbin 4 Li, Hongliang 3 Fei, Shumin 3 Hou, Zengguang 3 Hu, Sanqing 3 Huang, Tingwen 3 Li, Chao 3 Li, Yuanchun 3 Molchanov, Alexander P. 3 Sun, Changyin 2 Alippi, Cesare 2 Guan, Xinping 2 Ha, Mingming 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, Zhuo 2 Wang, Ziyang 2 Wu, Huaining 2 Xu, Yancai 2 Zhao, Bo 1 Antsaklis, Panos J. 1 Arik, Sabri 1 Bertok, P. 1 Camtepe, Seyit A. 1 Chamikara, M. A. P. 1 Chen, Yaran 1 Dyn, Nira 1 Hernández, Donato 1 Hohil, Myron E. 1 Hoschek, Josef 1 Huang, Yuzhu 1 Jenab, Kouroush 1 Ji, Ce 1 Jiang, Yulian 1 Jin, Ning 1 Kitchin, D. E. 1 Ledesma, Sergio 1 Lewis, Frank Leroy 1 Li, Danglin 1 Li, Hongyi 1 Liang, Hongli 1 Liang, Mingming 1 Lin, Hai 1 Lin, Qiao 1 Luo, Bin 1 Luo, Yanhong 1 McCluskey, Thomas Leo 1 Salih, Ismail 1 Senan, Sibel 1 Shao, Kun 1 Simpson, R. M. 1 Singh, Gautam B. 1 Starzyk, Janusz A. 1 Tucker, Robin W. 1 Wang, Chenghong 1 Wang, Shenquan 1 Wang, Zhanshan 1 Williams, Kenneth S. 1 Xia, Zhenchao 1 Xie, Yinghui 1 Xu, Xuping 1 Yan, Pengfei 1 Zan, C. 1 Zhai, Guisheng 1 Zhang, Dehua 1 Zhang, Yi 1 Zhang, Yun 1 Zhao, Yan 1 Zheng, Fei 1 Zhou, Tong 1 Zhu, Yuanheng
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#### Serials

 14 Information Sciences 7 Neural Networks 5 Acta Automatica Sinica 5 IEEE Transactions on Circuits and Systems. I: Fundamental Theory and Applications 4 Automatica 4 Soft Computing 4 International Journal of Systems Science. Principles and Applications of Systems and Integration 3 International Journal of Heat and Mass Transfer 3 Systems & Control Letters 3 International Journal of Robust and Nonlinear Control 3 Neurocomputing 3 Lecture Notes in Computer Science 2 International Journal of Control 2 Optimal Control Applications & Methods 2 CAD. Computer-Aided Design 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 European Journal of Mechanics. A. Solids 2 Control Theory & Applications 2 Systems & Control: Foundations & Applications 2 Communications and Control Engineering 2 Control Engineering 1 AIAA Journal 1 Electronics Letters 1 Information Processing Letters 1 Applied Mathematics and Computation 1 Fuzzy Sets and Systems 1 IEEE Transactions on Automatic Control 1 International Journal of Circuit Theory and Applications 1 Meccanica 1 Tamkang Journal of Mathematics 1 Circuits, Systems, and Signal Processing 1 Acta Mathematica Hungarica 1 International Journal of Production Research 1 Journal of Shanghai Jiaotong University (Chinese Edition) 1 International Journal of Adaptive Control and Signal Processing 1 Computational Statistics and Data Analysis 1 Systems Analysis, Modelling Simulation 1 Neural, Parallel & Scientific Computations 1 Engineering Analysis with Boundary Elements 1 International Journal of Applied Mathematics and Computer Science 1 Lobachevskii Journal of Mathematics 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 IEEE Transactions on Circuits and Systems I: Regular Papers 1 Advances in Industrial Control
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#### Fields

 68 Systems theory; control (93-XX) 38 Computer science (68-XX) 24 Operations research, mathematical programming (90-XX) 20 Calculus of variations and optimal control; optimization (49-XX) 19 Biology and other natural sciences (92-XX) 8 Dynamical systems and ergodic theory (37-XX) 7 General and overarching topics; collections (00-XX) 6 Numerical analysis (65-XX) 6 Mechanics of deformable solids (74-XX) 6 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 6 Information and communication theory, circuits (94-XX) 4 Ordinary differential equations (34-XX) 4 Classical thermodynamics, heat transfer (80-XX) 2 Mathematical logic and foundations (03-XX) 2 Number theory (11-XX) 2 Mechanics of particles and systems (70-XX) 1 History and biography (01-XX) 1 Combinatorics (05-XX) 1 Nonassociative rings and algebras (17-XX) 1 Partial differential equations (35-XX) 1 Difference and functional equations (39-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Integral equations (45-XX) 1 Geometry (51-XX) 1 Differential geometry (53-XX) 1 Probability theory and stochastic processes (60-XX) 1 Statistics (62-XX) 1 Fluid mechanics (76-XX) 1 Optics, electromagnetic theory (78-XX)

#### Citations contained in zbMATH Open

73 Publications have been cited 712 times in 497 Documents Cited by Year
Asymptotic stability of discrete-time systems with saturation nonlinearities with applications to digital filters. Zbl 0776.93077
Liu, Derong; Michel, Anthony N.
1992
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
2011
Stability of dynamical systems. Continuous, discontinuous, and discrete systems. Zbl 1146.34002
Michel, Anthony N.; Hou, Ling; Liu, Derong
2008
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
2012
Two new operators in rough set theory with applications to fuzzy sets. Zbl 1101.68871
Zhang, Huaguang; Liang, Hongli; Liu, Derong
2004
Controlling chaos. Suppression, synchronization and chaotification. Zbl 1179.93004
Zhang, Huaguang; Liu, Derong; Wang, Zhiliang
2009
$$GC^ 1$$ continuity conditions between adjacent rectangular and triangular Bézier surface patches. Zbl 0673.65006
Liu, D.; Hoschek, J.
1989
Qualitative analysis and synthesis of recurrent neural networks. Zbl 1026.68115
Michel, Anthony N.; Liu, Derong
2002
Interpolatory convexity-preserving subdivision schemes for curves and surfaces. Zbl 0755.65014
Dyn, N.; Levin, D.; Liu, D.
1992
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
2013
Dynamical systems with saturation nonlinearities: analysis and design. Zbl 0806.93051
Liu, Derong; Michel, Anthony N.
1994
Necessary and sufficient conditions for the Hurwitz and Schur stability of interval matrices. Zbl 0810.93051
Wang, Kaining; Michel, Anthony N.; Liu, Derong
1994
Stability analysis of state-space realization for two-dimensional filters with overflow nonlinearities. Zbl 0845.93072
Liu, Derong; Michel, Anthony N.
1994
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
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
2014
Fuzzy modeling and fuzzy control. Zbl 1203.93115
Zhang, Huaguang; Liu, Derong
2006
Lyapunov stability of two-dimensional digital filters with overflow nonlinearities. Zbl 0916.93055
Liu, Derong
1998
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
2013
New robust stability results for bidirectional associative memory neural networks with multiple time delays. Zbl 1277.93066
Senan, Sibel; Arik, Sabri; Liu, Derong
2012
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
2014
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
2012
Cellular neural network for associative memories. Zbl 0800.92046
Liu, Derong; Michel, Anthony N.
1993
Criteria for robust absolute stability of time-varying nonlinear continuous-time systems. Zbl 1013.93044
Liu, Derong; Molchanov, Alexander
2002
Adaptive dynamic programming for control. Algorithms and stability. Zbl 1279.49017
Zhang, Huaguang; Liu, Derong; Luo, Yanhong; Wang, Ding
2013
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
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
2015
Optimal distributed synchronization control for continuous-time heterogeneous multi-agent differential graphical games. Zbl 1386.93023
Wei, Qinglai; Liu, Derong; Lewis, Frank L.
2015
Interlayer shear slip theory for cross-ply laminates with nonrigid interfaces. Zbl 0761.73073
Lu, X.; Liu, D.
1992
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
2014
Cloning template design of cellular neural networks for associative memories. Zbl 0889.68127
Liu, Derong
1997
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
2015
Chaotifying fuzzy hyperbolic model using impulsive and nonlinear feedback control approaches. Zbl 1092.93553
Zhang, Huaguang; Wang, Zhiliang; Liu, Derong
2005
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
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
2016
Observer based adaptive dynamic programming for fault tolerant control of a class of nonlinear systems. Zbl 1432.93185
Zhao, Bo; Liu, Derong; Li, Yuanchun
2017
Adaptive dynamic programming with applications in optimal control. Zbl 1390.93003
Liu, Derong; Wei, Qinglai; Wang, Ding; Yang, Xiong; Li, Hongliang
2017
Chaotifying fuzzy hyperbolic model using adaptive inverse optimal control approach. Zbl 1129.93431
Zhang, Huaguang; Wang, Zhiliang; Liu, Derong
2004
On the global output convergence of a class of recurrent neural networks with time-varying inputs. Zbl 1071.68537
Hu, Sanqing; Liu, Derong
2005
Robust absolute stability of time-varying nonlinear discrete-time systems. Zbl 1368.93507
Molchanov, Alexander P.; Liu, Derong
2002
Data-based self-learning optimal control: research progress and prospects. Zbl 1299.90359
Liu, Derong; Li, Hongliang; Wang, Ding
2013
Asymptotic stability of systems operating on a closed hypercube. Zbl 0781.93082
Liu, Derong; Michel, Anthony N.
1992
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
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
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
2017
Sparsely interconnected neural networks for associative memories with applications to cellular neural networks. Zbl 0801.68149
Liu, Derong; Michel, Anthony N.
1994
Synchronization of a class of delayed chaotic neural networks with fully unknown parameters. Zbl 1092.37059
Zhang, Huaguang; Xie, Yinghui; Liu, Derong
2006
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
2007
Multiperson zero-sum differential games for a class of uncertain nonlinear systems. Zbl 1414.91058
Liu, Derong; Wei, Qinglai
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
2017
Inverse radiation problem of temperature field in three-dimensional rectangular enclosure containing inhomogeneous, anisotropically scattering media. Zbl 1148.80370
Liu, D.; Wang, F.; Yan, J. H.; Huang, Q. X.; Chi, Y.; Cen, K. F.
2008
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
2016
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
2010
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
2015
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
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
2014
Data-driven nonlinear near-optimal regulation based on iterative neural dynamic programming. Zbl 1389.93150
Wang, Ding; Mu, Chaoxu; Liu, Derong
2017
Neural network robust tracking control with adaptive critic framework for uncertain nonlinear systems. Zbl 1441.93066
Wang, Ding; Liu, Derong; Zhang, Yun; Li, Hongyi
2018
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
2016
Data-based stability analysis of a class of nonlinear discrete-time systems. Zbl 1284.93196
Wang, Zhuo; Liu, Derong
2013
Cluster dynamics and fictitious boiling in microchannels. Zbl 0959.76519
Peng, X. F.; Liu, D.; Lee, D. J.; Yan, Y.; Wang, B. X.
2000
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
1995
Asymptotic stability of a class of linear discrete systems with multiple independent variables. Zbl 1173.39302
Liu, Derong; Molchanov, Alexander
2003
N-bit parity neural networks: new solutions based on linear programming. Zbl 1006.68779
Liu, Derong; Hohil, Myron E.; Smith, Stanley H.
2002
Finite horizon optimal control of discrete-time nonlinear systems with unfixed initial state using adaptive dynamic programming. Zbl 1249.90310
Wei, Qinglai; Liu, Derong
2011
Inverse radiation analysis of simultaneous estimation of temperature field and radiative properties in a two-dimensional participating medium. Zbl 1197.80042
Liu, D.; Yan, J. H.; Wang, F.; Huang, Q. X.; Chi, Y.; Cen, K. F.
2010
Adaptive tracking control of leader-following linear multi-agent systems with external disturbances. Zbl 1346.93217
Lin, Hanquan; Wei, Qinglai; Liu, Derong; Ma, Hongwen
2016
Robustness analysis and design of a class of neural networks with sparse interconnecting structure. Zbl 0859.68078
Liu, Derong; Michel, Anthony N.
1996
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
2018
Exponential stability analysis of neural networks with multiple time delays. Zbl 1082.68766
Zhang, Huaguang; Wang, Zhanshan; Liu, Derong
2005
Robust stability analysis of a class of Hopfield neural networks with multiple delays. Zbl 1082.68765
Zhang, Huaguang; Ji, Ce; Liu, Derong
2005
Null controllability of systems with control constraints and state saturation. Zbl 0782.93014
Liu, Derong; Michel, Anthony N.
1993
Networked control systems. Theory and applications. In memory of George Nikolaos Saridis. Zbl 1143.93003
Wang, Fei-Yue (ed.); Liu, Derong (ed.)
2008
Generalized solutions of transient thermal shock problem with bounded boundaries. Zbl 1367.74018
Wang, Y. Z.; Liu, D.; Wang, Q.; Zhou, J. Z.
2017
Neural network robust tracking control with adaptive critic framework for uncertain nonlinear systems. Zbl 1441.93066
Wang, Ding; Liu, Derong; Zhang, Yun; Li, Hongyi
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
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
2017
Adaptive dynamic programming with applications in optimal control. Zbl 1390.93003
Liu, Derong; Wei, Qinglai; Wang, Ding; Yang, Xiong; Li, Hongliang
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
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
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
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
2017
Data-driven nonlinear near-optimal regulation based on iterative neural dynamic programming. Zbl 1389.93150
Wang, Ding; Mu, Chaoxu; Liu, Derong
2017
Generalized solutions of transient thermal shock problem with bounded boundaries. Zbl 1367.74018
Wang, Y. Z.; Liu, D.; Wang, Q.; Zhou, J. Z.
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
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
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
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
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
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
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
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
2015
Optimal distributed synchronization control for continuous-time heterogeneous multi-agent differential graphical games. Zbl 1386.93023
Wei, Qinglai; Liu, Derong; Lewis, Frank L.
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
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
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
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
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
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
2014
Multiperson zero-sum differential games for a class of uncertain nonlinear systems. Zbl 1414.91058
Liu, Derong; Wei, Qinglai
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
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
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
2013
Adaptive dynamic programming for control. Algorithms and stability. Zbl 1279.49017
Zhang, Huaguang; Liu, Derong; Luo, Yanhong; Wang, Ding
2013
Data-based self-learning optimal control: research progress and prospects. Zbl 1299.90359
Liu, Derong; Li, Hongliang; Wang, Ding
2013
Data-based stability analysis of a class of nonlinear discrete-time systems. Zbl 1284.93196
Wang, Zhuo; Liu, Derong
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
2012
New robust stability results for bidirectional associative memory neural networks with multiple time delays. Zbl 1277.93066
Senan, Sibel; Arik, Sabri; Liu, Derong
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
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
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
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
2010
Inverse radiation analysis of simultaneous estimation of temperature field and radiative properties in a two-dimensional participating medium. Zbl 1197.80042
Liu, D.; Yan, J. H.; Wang, F.; Huang, Q. X.; Chi, Y.; Cen, K. F.
2010
Controlling chaos. Suppression, synchronization and chaotification. Zbl 1179.93004
Zhang, Huaguang; Liu, Derong; Wang, Zhiliang
2009
Stability of dynamical systems. Continuous, discontinuous, and discrete systems. Zbl 1146.34002
Michel, Anthony N.; Hou, Ling; Liu, Derong
2008
Inverse radiation problem of temperature field in three-dimensional rectangular enclosure containing inhomogeneous, anisotropically scattering media. Zbl 1148.80370
Liu, D.; Wang, F.; Yan, J. H.; Huang, Q. X.; Chi, Y.; Cen, K. F.
2008
Networked control systems. Theory and applications. In memory of George Nikolaos Saridis. Zbl 1143.93003
Wang, Fei-Yue; Liu, Derong
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
2007
Fuzzy modeling and fuzzy control. Zbl 1203.93115
Zhang, Huaguang; Liu, Derong
2006
Synchronization of a class of delayed chaotic neural networks with fully unknown parameters. Zbl 1092.37059
Zhang, Huaguang; Xie, Yinghui; Liu, Derong
2006
Chaotifying fuzzy hyperbolic model using impulsive and nonlinear feedback control approaches. Zbl 1092.93553
Zhang, Huaguang; Wang, Zhiliang; Liu, Derong
2005
On the global output convergence of a class of recurrent neural networks with time-varying inputs. Zbl 1071.68537
Hu, Sanqing; Liu, Derong
2005
Exponential stability analysis of neural networks with multiple time delays. Zbl 1082.68766
Zhang, Huaguang; Wang, Zhanshan; Liu, Derong
2005
Robust stability analysis of a class of Hopfield neural networks with multiple delays. Zbl 1082.68765
Zhang, Huaguang; Ji, Ce; Liu, Derong
2005
Two new operators in rough set theory with applications to fuzzy sets. Zbl 1101.68871
Zhang, Huaguang; Liang, Hongli; Liu, Derong
2004
Chaotifying fuzzy hyperbolic model using adaptive inverse optimal control approach. Zbl 1129.93431
Zhang, Huaguang; Wang, Zhiliang; Liu, Derong
2004
Asymptotic stability of a class of linear discrete systems with multiple independent variables. Zbl 1173.39302
Liu, Derong; Molchanov, Alexander
2003
Qualitative analysis and synthesis of recurrent neural networks. Zbl 1026.68115
Michel, Anthony N.; Liu, Derong
2002
Criteria for robust absolute stability of time-varying nonlinear continuous-time systems. Zbl 1013.93044
Liu, Derong; Molchanov, Alexander
2002
Robust absolute stability of time-varying nonlinear discrete-time systems. Zbl 1368.93507
Molchanov, Alexander P.; Liu, Derong
2002
N-bit parity neural networks: new solutions based on linear programming. Zbl 1006.68779
Liu, Derong; Hohil, Myron E.; Smith, Stanley H.
2002
Cluster dynamics and fictitious boiling in microchannels. Zbl 0959.76519
Peng, X. F.; Liu, D.; Lee, D. J.; Yan, Y.; Wang, B. X.
2000
Lyapunov stability of two-dimensional digital filters with overflow nonlinearities. Zbl 0916.93055
Liu, Derong
1998
Cloning template design of cellular neural networks for associative memories. Zbl 0889.68127
Liu, Derong
1997
Robustness analysis and design of a class of neural networks with sparse interconnecting structure. Zbl 0859.68078
Liu, Derong; Michel, Anthony N.
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
1995
Dynamical systems with saturation nonlinearities: analysis and design. Zbl 0806.93051
Liu, Derong; Michel, Anthony N.
1994
Necessary and sufficient conditions for the Hurwitz and Schur stability of interval matrices. Zbl 0810.93051
Wang, Kaining; Michel, Anthony N.; Liu, Derong
1994
Stability analysis of state-space realization for two-dimensional filters with overflow nonlinearities. Zbl 0845.93072
Liu, Derong; Michel, Anthony N.
1994
Sparsely interconnected neural networks for associative memories with applications to cellular neural networks. Zbl 0801.68149
Liu, Derong; Michel, Anthony N.
1994
Cellular neural network for associative memories. Zbl 0800.92046
Liu, Derong; Michel, Anthony N.
1993
Null controllability of systems with control constraints and state saturation. Zbl 0782.93014
Liu, Derong; Michel, Anthony N.
1993
Asymptotic stability of discrete-time systems with saturation nonlinearities with applications to digital filters. Zbl 0776.93077
Liu, Derong; Michel, Anthony N.
1992
Interpolatory convexity-preserving subdivision schemes for curves and surfaces. Zbl 0755.65014
Dyn, N.; Levin, D.; Liu, D.
1992
Interlayer shear slip theory for cross-ply laminates with nonrigid interfaces. Zbl 0761.73073
Lu, X.; Liu, D.
1992
Asymptotic stability of systems operating on a closed hypercube. Zbl 0781.93082
Liu, Derong; Michel, Anthony N.
1992
$$GC^ 1$$ continuity conditions between adjacent rectangular and triangular Bézier surface patches. Zbl 0673.65006
Liu, D.; Hoschek, J.
1989
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#### Cited by 907 Authors

 27 Liu, Derong 17 Sugie, Jitsuro 17 Zhang, Huaguang 16 Kar, Haranath 14 Wei, Qinglai 13 Wang, Ding 10 Singh, Vimal Pratap 9 Liu, Chunsheng 9 Wang, Zidong 8 Lewis, Frank Leroy 8 Sun, Jingliang 8 Yang, Xiong 7 Davvaz, Bijan 7 Kandanvli, V. Krishna Rao 7 Lam, James 7 Liang, Jinling 7 Mu, Chaoxu 7 Xu, Shengyuan 6 Cao, Jinde 6 Jiang, Zhong-Ping 6 Zhang, Yuping 5 Gao, Huijun 5 Kokil, Priyanka 5 Luo, Biao 5 Shen, Tao 5 Shi, Peng 5 Sun, Changyin 5 Yang, Guanghong 5 Yuan, Zhugang 4 Ahn, Choon Ki 4 Al-saedi, Ahmed Eid Salem 4 Ge, Shuzhi Sam 4 He, Haibo 4 Hu, Jiangping 4 Jiang, Yu 4 Lin, Zongli 4 Liu, Xinzhi 4 Luo, Yanhong 4 Michel, Anthony N. 4 Na, Jing 4 Wang, Xiaohong 4 Wang, Zhanshan 4 Xie, Xiangpeng 4 Yue, Dong 4 Zeng, Yong 4 Zeng, Zhigang 4 Zhong, Shou-Ming 4 Zhu, Hong 3 Atef, Mohammed 3 Chen, Shyh-Feng 3 Ding, Derui 3 Dong, Hongli 3 Emelianova, Julia P. 3 Fei, Shumin 3 Huang, Tingwen 3 Li, Chao 3 Liao, Xiao Xin 3 Liu, Guilong 3 Liu, Xiaohui 3 Lv, Yongfeng 3 Ma, Hongwen 3 Ma, Tiedong 3 Mao, Xuerong 3 Matcovschi, Mihaela-Hanako 3 Modares, Hamidreza 3 Naghibi-Sistani, Mohammad-Bagher 3 Nikooeinejad, Z. 3 Onitsuka, Masakazu 3 Park, Juhyun (Jessie) 3 Pastravanu, Octavian C. 3 Song, Ruizhuo 3 Tarkov, Mikhail S. 3 Trikha, Pushali 3 Wang, Yijing 3 Wu, Huaining 3 Xiao, Wendong 3 Yang, Chenguang 3 Zhao, Dongbin 3 Zhao, Xudong 3 Zhu, William 3 Zuo, Zhiqiang 2 Ahmad, Bashir 2 Basin, Michael V. 2 Bian, Tao 2 Briat, Corentin 2 Calvert, Bruce D. 2 Chen, Bing 2 Chen, Degang 2 Chen, Michael Z. Q. 2 Chen, Tianping 2 Chen, Wuhua 2 Chen, Yun 2 Cheng, Jun 2 Chu, Yuming 2 Cohen, Nir 2 Cui, Lili 2 Czornik, Adam 2 Das, Saptarshi 2 Delavarkhalafi, Ali 2 Dey, Anurita ...and 807 more Authors
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#### Cited in 101 Serials

 44 Information Sciences 43 Automatica 37 Journal of the Franklin Institute 24 Applied Mathematics and Computation 23 International Journal of Control 20 Neural Networks 16 Nonlinear Dynamics 13 Circuits, Systems, and Signal Processing 12 Chaos, Solitons and Fractals 12 Soft Computing 11 International Journal of Robust and Nonlinear Control 10 Fuzzy Sets and Systems 10 Systems & Control Letters 10 Mathematical Problems in Engineering 8 Signal Processing 8 Multidimensional Systems and Signal Processing 8 Abstract and Applied Analysis 8 International Journal of Systems Science. Principles and Applications of Systems and Integration 7 Complexity 6 International Journal of Adaptive Control and Signal Processing 6 International Journal of Bifurcation and Chaos in Applied Sciences and Engineering 6 European Journal of Control 5 Journal of Mathematical Analysis and Applications 5 Communications in Nonlinear Science and Numerical Simulation 4 International Journal of General Systems 4 International Journal of Systems Science 4 Journal of Computational and Applied Mathematics 4 Nonlinear Analysis. Theory, Methods & Applications. Series A: Theory and Methods 4 Applied Mathematical Modelling 4 International Journal of Applied Mathematics and Computer Science 4 Journal of Control Theory and Applications 4 Nonlinear Analysis. Hybrid Systems 4 Asian Journal of Control 3 Mathematics and Computers in Simulation 3 Proceedings of the American Mathematical Society 3 Optimal Control Applications & Methods 3 Automation and Remote Control 3 Linear Algebra and its Applications 3 Nonlinear Analysis. Real World Applications 3 Prikladnaya Diskretnaya Matematika 2 Physics Letters. A 2 International Journal of Circuit Theory and Applications 2 SIAM Journal on Control and Optimization 2 Optimization 2 International Journal of Approximate Reasoning 2 Neural Computation 2 International Journal of Computer Mathematics 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 Nonlinear Analysis. Modelling and Control 2 Discrete and Continuous Dynamical Systems. Series B 2 Advances in Difference Equations 2 Journal of Control Science and Engineering 2 Science China. Information Sciences 2 Arabian Journal for Science and Engineering 2 ISRN Computational Mathematics 2 Journal of Mathematics 1 International Journal of Modern Physics B 1 Biological Cybernetics 1 Computers & Mathematics with Applications 1 Journal of Applied Mathematics and Mechanics 1 Mathematical Methods in the Applied Sciences 1 ZAMP. Zeitschrift für angewandte Mathematik und Physik 1 Journal of Optimization Theory and Applications 1 Monatshefte für Mathematik 1 Numerical Functional Analysis and Optimization 1 Acta Mathematica Hungarica 1 Acta Applicandae Mathematicae 1 Annals of Pure and Applied Logic 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 Neural Processing Letters 1 Mathematics and Mechanics of Solids 1 Journal of Inequalities and Applications 1 Chaos 1 Revista Matemática Complutense 1 Discrete Dynamics in Nature and Society 1 Journal of Dynamical and Control Systems 1 DGDS. Differential Geometry – Dynamical Systems 1 Dynamical Systems 1 Journal of Applied Mathematics 1 Journal of Zhejiang University. Science A 1 Advances in Mathematical Physics 1 Science China. Mathematics 1 GEM - International Journal on Geomathematics 1 Games 1 Croatian Operational Research Review (CRORR) 1 ISRN Applied Mathematics 1 Journal of Theoretical Biology 1 Control Theory and Technology 1 Journal of Computational Methods in Physics 1 International Journal of Applied and Computational Mathematics ...and 1 more Serials
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#### Cited in 30 Fields

 328 Systems theory; control (93-XX) 92 Ordinary differential equations (34-XX) 78 Computer science (68-XX) 77 Biology and other natural sciences (92-XX) 70 Operations research, mathematical programming (90-XX) 58 Calculus of variations and optimal control; optimization (49-XX) 37 Dynamical systems and ergodic theory (37-XX) 31 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 24 Information and communication theory, circuits (94-XX) 19 Mathematical logic and foundations (03-XX) 14 Numerical analysis (65-XX) 11 Difference and functional equations (39-XX) 9 Probability theory and stochastic processes (60-XX) 6 Linear and multilinear algebra; matrix theory (15-XX) 4 Combinatorics (05-XX) 4 Partial differential equations (35-XX) 3 Associative rings and algebras (16-XX) 3 Real functions (26-XX) 3 Operator theory (47-XX) 3 Mechanics of particles and systems (70-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 Order, lattices, ordered algebraic structures (06-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)