[1]
|
Zhang X, Zhang H G, Sun Q Y, Luo Y H. Adaptive dynamic programming-based optimal control of unknown nonaffine nonlinear discrete-time systems with proof of convergence. Neurocomputing, 2012, 91: 48-55
|
[2]
|
Hou Z S, Wang Z. From model-based control to data-driven control: survey, classification and perspective. Information Sciences, 2013, 235: 3-35
|
[3]
|
Shen D, Hou Z S. Iterative learning control with unknown control direction: a novel data-based approach. IEEE Transactions on Neural Networks, 2011, 22(12): 2237-2249
|
[4]
|
Lai C Y, Xiang C, Lee T H. Data-based identification and control of nonlinear systems via piecewise affine approximation. IEEE Transactions on Neural Networks, 2011, 22(12): 2189-2200
|
[5]
|
Zhang H G, Luo Y H, Liu D R. Neural-network-based near-optimal control for a class of discrete-time affine nonlinear systems with control constraints. IEEE Transactions on Neural Networks, 2009, 20(9): 1490-1503
|
[6]
|
Saberi A, Lin Z L, Teel A R. Control of linear systems with saturating actuators. IEEE Transactions on Automatic Control, 1996, 41(3): 368-378
|
[7]
|
Bernstein D S. Optimal nonlinear, but continuous, feedback control of systems with saturating actuators. International Journal of Control, 1995, 62(5): 1209-1216
|
[8]
|
Sussmann H J, Sontag E D, Yang Y. A general result on the stabilization of linear systems using bounded controls. IEEE Transactions on Automatic Control, 1994, 39(12): 2411-2425
|
[9]
|
Bellman R E. Dynamic Programming. Princeton, NJ: Princeton University Press, 1957
|
[10]
|
Bryson A E, Ho Y C. Applied Optimal Control: Optimization, Estimation, and Control. New York, NY: Hemisphere-Wiley, 1975
|
[11]
|
Liu D R, Xiong X X, Zhang Y. Action-dependent adaptive critic designs. In: Proceedings of the 2001 International Joint Conference on Neural Networks. Washington, D.C.: IEEE, 2001, 2: 990-995
|
[12]
|
Zhang H G, Song R Z, Wei Q L, Zhang T Y. Optimal tracking control for a class of nonlinear discrete-time systems with time delays based on heuristic dynamic programming. IEEE Transactions on Neural Networks, 2011, 22(12): 1851-1862
|
[13]
|
Wei Q L, Liu D R. An iterative ε-optimal control scheme for a class of discrete-time nonlinear systems with unfixed initial state. Neural Networks, 2012, 32: 236-244
|
[14]
|
Song R Z, Zhang H G, Luo Y H, Wei Q L. Optimal control laws for time-delay systems with saturating actuators based on heuristic dynamic programming. Neurocomputing, 2010, 73(16-18): 3020-3027
|
[15]
|
Song R Z, Zhang H G. The finite-horizon optimal control for a class of time-delay affine nonlinear system. Neural Computing and Applications, 2013, 22(2): 229-235
|
[16]
|
Liu Z W, Zhang H G. Delay-dependent stability for systems with fast-varying neutral-type delays via a PTVD compensation. Acta Automatica Sinica, 2010, 36(1): 147-152
|
[17]
|
Wei Q L, Zhang H G, Cui L L. Data-based optimal control for discrete-time zero-sum games of 2-D systems using adaptive critic designs. Acta Automatica Sinica, 2009, 35(6): 682-692
|
[18]
|
Zhang H G, Wei Q L, Liu D R. An iterative adaptive dynamic programming method for solving a class of nonlinear zero-sum differential games. Automatica, 2011, 47(1): 207-214
|
[19]
|
Fu J, He H B, Zhou X M. Adaptive learning and control for MIMO system based on adaptive dynamic programming. IEEE Transactions on Neural Networks, 2011, 22(7): 1133-1148
|
[20]
|
He H B, Ni Z, Fu J. A three-network architecture for on-line learning and optimization based on adaptive dynamic programming. Neurocomputing, 2012, 78(1): 3-13
|
[21]
|
Wei Q L, Zhang H G, Liu D R, Zhao Y. An optimal control scheme for a class of discrete-time nonlinear systems with time delays using adaptive dynamic programming. Acta Automatica Sinica, 2010, 36(1): 121-129
|
[22]
|
Zhang H G, Wei Q L, Luo Y H. 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, 2008, 38(4): 937-942
|
[23]
|
Wei Q L, Zhang H G, Dai J. Model-free multiobjective approximate dynamic programming for discrete-time nonlinear systems with general performance index functions. Neurocomputing, 2009, 72(7-9): 1839-1848
|
[24]
|
Wang D, Liu D R, Wei Q L, Zhao D B, Jin N. Optimal control of unknown nonaffine nonlinear discrete-time systems based on adaptive dynamic programming. Automatica, 2012, 48(8): 1825-1832
|
[25]
|
Zhang H G, Cui L L, Zhang X, Luo Y H. Data-driven robust approximate optimal tracking control for unknown general nonlinear systems using adaptive dynamic programming method. IEEE Transactions on Neural Networks, 2011, 22(12): 2226-2236
|
[26]
|
Liu D R, Wang D, Zhao D B, Wei Q L, Jin N. Neural-network-based optimal control for a class of unknown discrete-time nonlinear systems using globalized dual heuristic programming. IEEE Transactions on Automation Science and Engineering, 2012, 9(3): 628-634
|