-
1
-
-
0024888479
-
Neural networks for control and system identification
-
Dec.
-
P. J. Werbos, "Neural networks for control and system identification," in Proc. IEEE Conf. Decision Control, vol. 1. Dec. 1989, pp. 260-265.
-
(1989)
Proc. IEEE Conf. Decision Control
, vol.1
, pp. 260-265
-
-
Werbos, P.J.1
-
2
-
-
0025399567
-
Identification and control of dynamical systems using neural networks
-
DOI 10.1109/72.80202
-
K. S. Narendra and K. Parthasarathy, "Identification and control of dynamical systems using neural networks," IEEE Trans. Neural Netw., vol. 1, no. 1, pp. 4-27, Mar. 1990. (Pubitemid 20689507)
-
(1990)
IEEE Transactions on Neural Networks
, vol.1
, Issue.1
, pp. 4-27
-
-
Narendra, K.S.1
Parthasarathy, K.2
-
3
-
-
0025503558
-
Backpropagation through time: What it does and how to do it
-
Oct.
-
P. J. Werbos, "Backpropagation through time: What it does and how to do it," Proc. IEEE, vol. 78, no. 10, pp. 1550-1560, Oct. 1990.
-
(1990)
Proc. IEEE
, vol.78
, Issue.10
, pp. 1550-1560
-
-
Werbos, P.J.1
-
4
-
-
0002031779
-
Approximate dynamic programming for real time control and neural modeling
-
D. A. White and D. A. Sofge, Eds. New York: Van Nostrand Reinhold
-
P. J. Werbos, "Approximate dynamic programming for real time control and neural modeling," in Handbook of Intelligent Control: Neural, Fuzzy, and Adaptive Approaches, D. A. White and D. A. Sofge, Eds. New York: Van Nostrand Reinhold, 1992, pp. 493-525.
-
(1992)
Handbook of Intelligent Control: Neural, Fuzzy, and Adaptive Approaches
, pp. 493-525
-
-
Werbos, P.J.1
-
6
-
-
0004025786
-
-
London, U.K.: Taylor & Francis
-
F. L. Lewis, S. Jagannathan, and A. Yesildire, Neural Network Control of Robot Manipulators and Nonlinear Systems. London, U.K.: Taylor & Francis, 1999, pp. 173-411.
-
(1999)
Neural Network Control of Robot Manipulators and Nonlinear Systems
, pp. 173-411
-
-
Lewis, F.L.1
Jagannathan, S.2
Yesildire, A.3
-
7
-
-
0031236002
-
Adaptive critic designs
-
Sep.
-
D. V. Prokhorov and D. C. Wunsch, "Adaptive critic designs," IEEE Trans. Neural Netw., vol. 8, no. 5, pp. 997-1007, Sep. 1997.
-
(1997)
IEEE Trans. Neural Netw.
, vol.8
, Issue.5
, pp. 997-1007
-
-
Prokhorov, D.V.1
Wunsch, D.C.2
-
8
-
-
0034548295
-
Convergence analysis of adaptive critic based optimal control
-
X. Liu and S. N. Balakrishnan, "Convergence analysis of adaptive critic based optimal control," in Proc. Amer. Control Conf., 2000, pp. 1929-1933.
-
Proc. Amer. Control Conf., 2000
, pp. 1929-1933
-
-
Liu, X.1
Balakrishnan, S.N.2
-
9
-
-
49049089962
-
Discrete-time nonlinear HJB solution using approximate dynamic programming: Convergence proof
-
Aug.
-
A. Al-Tamimi, F. L. Lewis, and M. Abu-Khalaf, "Discrete-time nonlinear HJB solution using approximate dynamic programming: Convergence proof," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 38, no. 4, pp. 943-949, Aug. 2008.
-
(2008)
IEEE Trans. Syst., Man, Cybern. B, Cybern.
, vol.38
, Issue.4
, pp. 943-949
-
-
Al-Tamimi, A.1
Lewis, F.L.2
Abu-Khalaf, M.3
-
10
-
-
84875270081
-
Online optimal control of affine nonlinear discrete-time systems with unknown internal dynamics by using time-based policy update
-
Jul.
-
T. Dierks and S. Jagannathan, "Online optimal control of affine nonlinear discrete-time systems with unknown internal dynamics by using time-based policy update," IEEE Trans. Neural Netw. Learn. Syst., vol. 23, no. 7, pp. 1118-1129, Jul. 2012.
-
(2012)
IEEE Trans. Neural Netw. Learn. Syst.
, vol.23
, Issue.7
, pp. 1118-1129
-
-
Dierks, T.1
Jagannathan, S.2
-
11
-
-
0030196717
-
Adaptive-critic-based neural networks for aircraft optimal control
-
S. N. Balakrishnan and V. Biega, "Adaptive-critic-based neural networks for aircraft optimal control," J. Guid. Control Dyn., vol. 19, no. 4, pp. 893-898, Jul.-Aug. 1996. (Pubitemid 126539437)
-
(1996)
Journal of Guidance, Control, and Dynamics
, vol.19
, Issue.4
, pp. 893-898
-
-
Balakrishnan, S.N.1
Biega, V.2
-
12
-
-
4944255184
-
Online adaptive critic flight control
-
Sep.-Oct.
-
S. Ferrari and R. F. Stengel, "Online adaptive critic flight control," J. Guid. Control Dyn., vol. 27, no. 5, pp. 777-786, Sep.-Oct. 2004.
-
(2004)
J. Guid. Control Dyn.
, vol.27
, Issue.5
, pp. 777-786
-
-
Ferrari, S.1
Stengel, R.F.2
-
13
-
-
0036565019
-
Comparison of heuristic dynamic programming and dual heuristic programming adaptive critics for neurocontrol of a turbogenerator
-
May
-
G. K. Venayagamoorthy, R. G. Harley, and D. C. Wunsch, "Comparison of heuristic dynamic programming and dual heuristic programming adaptive critics for neurocontrol of a turbogenerator," IEEE Trans. Neural Netw., vol. 13, no. 3, pp. 764-773, May 2002.
-
(2002)
IEEE Trans. Neural Netw.
, vol.13
, Issue.3
, pp. 764-773
-
-
Venayagamoorthy, G.K.1
Harley, R.G.2
Wunsch, D.C.3
-
14
-
-
33751238181
-
A single network adaptive critic (SNAC) architecture for optimal control synthesis for a class of nonlinear systems
-
DOI 10.1016/j.neunet.2006.08.010, PII S0893608006001912
-
R. Padhi, N. Unnikrishnan, X. Wang, and S. N. Balakrishnan, "A single network adaptive critic (SNAC) architecture for optimal control synthesis for a class of nonlinear systems," Neural Netw., vol. 19, no. 10, pp. 1648-1660, Dec. 2006. (Pubitemid 44793175)
-
(2006)
Neural Networks
, vol.19
, Issue.10
, pp. 1648-1660
-
-
Padhi, R.1
Unnikrishnan, N.2
Wang, X.3
Balakrishnan, S.N.4
-
15
-
-
79960467711
-
Approximate dynamic programming solutions with a single network adaptive critic for a class of nonlinear systems
-
J. Ding and S. N. Balakrishnan, "Approximate dynamic programming solutions with a single network adaptive critic for a class of nonlinear systems," J. Control Theory Appl., vol. 9, no. 3, pp. 370-380, 2011.
-
(2011)
J. Control Theory Appl.
, vol.9
, Issue.3
, pp. 370-380
-
-
Ding, J.1
Balakrishnan, S.N.2
-
16
-
-
0036641793
-
State-constrained agile missile control with adaptive-critic-based neural networks
-
DOI 10.1109/TCST.2002.1014669, PII S1063653602053605
-
D. Han and S. N. Balakrishnan, "State-constrained agile missile control with adaptive-critic-based neural networks," IEEE Trans. Control Syst. Technol., vol. 10, no. 4, pp. 481-489, Jul. 2002. (Pubitemid 34798672)
-
(2002)
IEEE Transactions on Control Systems Technology
, vol.10
, Issue.4
, pp. 481-489
-
-
Han, D.1
Balakrishnan, S.N.2
-
17
-
-
84876158475
-
Simple and fast calculation of the second-order gradients for globalized dual heuristic dynamic programming in neural networks
-
Oct.
-
M. Fairbank, E. Alonso, and D. Prokhorov, "Simple and fast calculation of the second-order gradients for globalized dual heuristic dynamic programming in neural networks," IEEE Trans. Neural Netw. Learn. Syst., vol. 23, no. 10, pp. 1671-1676, Oct. 2012.
-
(2012)
IEEE Trans. Neural Netw. Learn. Syst.
, vol.23
, Issue.10
, pp. 1671-1676
-
-
Fairbank, M.1
Alonso, E.2
Prokhorov, D.3
-
18
-
-
58349110975
-
Adaptive optimal control for continuous-time linear systems based on policy iteration
-
Feb.
-
D. Vrabie, O. Pastravanu, F. Lewis, and M. Abu-Khalaf, "Adaptive optimal control for continuous-time linear systems based on policy iteration," Automatica, vol. 45, no. 2, pp. 477-484, Feb. 2009.
-
(2009)
Automatica
, vol.45
, Issue.2
, pp. 477-484
-
-
Vrabie, D.1
Pastravanu, O.2
Lewis, F.3
Abu-Khalaf, M.4
-
19
-
-
77950630017
-
Online actor-critic algorithm to solve the continuous-time infinite horizon optimal control problem
-
May
-
K. Vamvoudakis and F. Lewis, "Online actor-critic algorithm to solve the continuous-time infinite horizon optimal control problem," Automatica, vol. 46, no. 5, pp. 878-888, May 2010.
-
(2010)
Automatica
, vol.46
, Issue.5
, pp. 878-888
-
-
Vamvoudakis, K.1
Lewis, F.2
-
20
-
-
77957777969
-
Optimal control of affine nonlinear continuous-time systems
-
T. Dierks and S. Jagannathan, "Optimal control of affine nonlinear continuous-time systems," in Proc. Amer. Control Conf., 2010, pp. 1568-1573.
-
Proc. Amer. Control Conf., 2010
, pp. 1568-1573
-
-
Dierks, T.1
Jagannathan, S.2
-
21
-
-
7444271527
-
Global optimal feedback control for general nonlinear systems with nonquadratic performance criteria
-
Dec.
-
T. Çimen and S. P. Banks, "Global optimal feedback control for general nonlinear systems with nonquadratic performance criteria," Syst. Control Lett., vol. 53, no. 5, pp. 327-346, Dec. 2004.
-
(2004)
Syst. Control Lett.
, vol.53
, Issue.5
, pp. 327-346
-
-
Çimen, T.1
Banks, S.P.2
-
22
-
-
50049116599
-
Finite-horizon dynamic optimization of nonlinear systems in real time
-
Sep.
-
V. Costanza and P. S. Rivadeneira, "Finite-horizon dynamic optimization of nonlinear systems in real time," Automatica, vol. 44, no. 9, pp. 2427-2434, Sep. 2008.
-
(2008)
Automatica
, vol.44
, Issue.9
, pp. 2427-2434
-
-
Costanza, V.1
Rivadeneira, P.S.2
-
23
-
-
36348986773
-
Fixed-final-time-constrained optimal control of nonlinear systems using neural network HJB approach
-
DOI 10.1109/TNN.2007.905848
-
T. Cheng, F. L. Lewis, and M. Abu-Khalaf, "Fixed-final- timeconstrained optimal control of nonlinear systems using neural network HJB approach," IEEE Trans. Neural Netw., vol. 18, no. 6, pp. 1725-1737, Nov. 2007. (Pubitemid 350148423)
-
(2007)
IEEE Transactions on Neural Networks
, vol.18
, Issue.6
, pp. 1725-1737
-
-
Cheng, T.1
Lewis, F.L.2
Abu-Khalaf, M.3
-
24
-
-
70049103386
-
Fixed final time optimal control approach for bounded robust controller design using Hamilton-Jacobi-Bellman solution
-
Sep.
-
D. M. Adhyaru, I. N. Kar, and M. Gopal, "Fixed final time optimal control approach for bounded robust controller design using Hamilton-Jacobi- Bellman solution," IET Control Theory Appl., vol. 3, no. 9, pp. 1183-1195, Sep. 2009.
-
(2009)
IET Control Theory Appl.
, vol.3
, Issue.9
, pp. 1183-1195
-
-
Adhyaru, D.M.1
Kar, I.N.2
Gopal, M.3
-
25
-
-
78651311269
-
Adaptive dynamic programming for finite-horizon optimal control of discrete-time nonlinear systems with ε-error bound
-
Jan.
-
F.-Y. Wang, N. Jin, D. Liu, and Q. Wei, "Adaptive dynamic programming for finite-horizon optimal control of discrete-time nonlinear systems with ε-error bound," IEEE Trans. Neural Netw., vol. 22, no. 1, pp. 24-36, Jan. 2011.
-
(2011)
IEEE Trans. Neural Netw.
, vol.22
, Issue.1
, pp. 24-36
-
-
Wang, F.-Y.1
Jin, N.2
Liu, D.3
Wei, Q.4
-
26
-
-
84862811062
-
An iterative ε-optimal control scheme for a class of discrete-time nonlinear systems with unfixed initial state
-
Aug.
-
Q. Wei and D. Liu, "An iterative ε-optimal control scheme for a class of discrete-time nonlinear systems with unfixed initial state," Neural Netw., vol. 32, pp. 236-244, Aug. 2012.
-
(2012)
Neural Netw.
, vol.32
, pp. 236-244
-
-
Wei, Q.1
Liu, D.2
-
27
-
-
82755160758
-
Finite-horizon neuro-optimal tracking control for a class of discrete-time nonlinear systems using adaptive dynamic programming approach
-
Feb.
-
D. Wang, D. Liu, and Q. Wei, "Finite-horizon neuro-optimal tracking control for a class of discrete-time nonlinear systems using adaptive dynamic programming approach," Neurocomputing, vol. 78, no. 1, pp. 14-22, Feb. 2012.
-
(2012)
Neurocomputing
, vol.78
, Issue.1
, pp. 14-22
-
-
Wang, D.1
Liu, D.2
Wei, Q.3
-
28
-
-
84882803921
-
The finite-horizon optimal control for a class of time-delay affine nonlinear system
-
Jul.
-
R. Song and H. Zhang, "The finite-horizon optimal control for a class of time-delay affine nonlinear system," Neural Comput. Appl., pp. 1-7, Jul. 2011.
-
(2011)
Neural Comput. Appl.
, pp. 1-7
-
-
Song, R.1
Zhang, H.2
-
29
-
-
84881324637
-
Optimal control of nonlinear continuous-time systems: Design of bounded controllers via generalized nonquadratic functionals
-
S. E. Lyshevski, "Optimal control of nonlinear continuous-time systems: Design of bounded controllers via generalized nonquadratic functionals," in Proc. Amer. Control Conf., 1998, pp. 205-209.
-
Proc. Amer. Control Conf., 1998
, pp. 205-209
-
-
Lyshevski, S.E.1
-
32
-
-
84885879365
-
Modeling and simulation of aerospace vehicle dynamics
-
P. H. Zipfel, "Modeling and simulation of aerospace vehicle dynamics," in Proc. Reston, 2000, pp. 119-121.
-
Proc. Reston, 2000
, pp. 119-121
-
-
Zipfel, P.H.1
-
33
-
-
0003785722
-
-
Ph.D. thesis, Dept. Electr. Eng., Rensselaer Polytechnic Inst., Troy, NY
-
R. Beard, "Improving the closed-loop performance of nonlinear systems," Ph.D. thesis, Dept. Electr. Eng., Rensselaer Polytechnic Inst., Troy, NY, 1995.
-
(1995)
Improving the Closed-loop Performance of Nonlinear Systems
-
-
Beard, R.1
|