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Volumn , Issue , 2011, Pages 53-60

Neural-network-based optimal control for a class of nonlinear cdiscrete-time systems with control constraints using the citerative GDHP algorithm

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE DYNAMIC PROGRAMMING; CONSTRAINED OPTIMAL CONTROL PROBLEMS; CONTROL CONSTRAINT; DUAL HEURISTIC PROGRAMMING; ITERATIVE ALGORITHM; NONLINEAR DISCRETE-TIME SYSTEMS; OPTIMAL CONTROL LAW; OPTIMAL CONTROL SCHEME; OPTIMAL CONTROLLER; OPTIMAL CONTROLS; SIMULATION STUDIES;

EID: 80054767702     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2011.6033199     Document Type: Conference Paper
Times cited : (7)

References (37)
  • 1
    • 0030392685 scopus 로고    scopus 로고
    • Constrained optimization and control of nonlinear systems: New results in optimal control
    • Kobe, Japan, Dec
    • S. E. Lyshevski, "Constrained optimization and control of nonlinear systems: new results in optimal control," in Joint 35th IEEE Conference all Decision and Control, Kobe, Japan, Dec. 1996, pp. 541-546.
    • (1996) Joint 35th IEEE Conference All Decision and Control , pp. 541-546
    • Lyshevski, S.E.1
  • 2
    • 0242627940 scopus 로고    scopus 로고
    • Nonlinear discrete-time systems: Constrained optimization and application of nonquadratic costs
    • Philadelphia, PA, Jun
    • S. E. Lyshevski, "Nonlinear discrete-time systems: constrained optimization and application of nonquadratic costs," in Proc. Ama Control Conl, Philadelphia, PA, Jun. 1998, pp. 3699-3703.
    • (1998) Proc. Ama Control Conl , pp. 3699-3703
    • Lyshevski, S.E.1
  • 3
    • 85012688561 scopus 로고
    • Princeton University Press, Princeton, NJ
    • R. E. Bellman, Dynamic Programming. Princeton University Press, Princeton, NJ, 1957.
    • (1957) Dynamic Programming
    • Bellman, R.E.1
  • 6
    • 0002031779 scopus 로고
    • Approximate dynamic programming for real-time control and neural modeling
    • D. A. White and D. A. Sofge, Eds Van Nostrand Reinhold,N ew York, ch. 13
    • P. J. Werbos, "Approximate dynamic programming for real-time control and neural modeling," in Handbook of Intelligent Control, D. A. White and D. A. Sofge, Eds. Van Nostrand Reinhold,N ew York, 1992, ch. 13.
    • (1992) Handbook of Intelligent Control
    • Werbos, P.J.1
  • 7
    • 49049091767 scopus 로고    scopus 로고
    • ADP: The key direction for future research in intelligent control and understanding brain intelligence
    • Aug
    • P. J. Werbos, "ADP: The key direction for future research in intelligent control and understanding brain intelligence," IEEE Trans. SYST., Man, Cybern. B, Cybern., vol. 38, no. 4, pp. 898-900, Aug. 2008.
    • (2008) IEEE Trans. SYST., Man, Cybern. B, Cybern. , vol.38 , Issue.4 , pp. 898-900
    • Werbos, P.J.1
  • 8
    • 67349247013 scopus 로고    scopus 로고
    • Intelligence in the brain: A theory of how it works and how to build it
    • Apr
    • P. J. Werbos, "Intelligence in the brain: a theory of how it works and how to build it," Neural Networks, vol. 22, no. 3, pp. 200-212, Apr. 2009.
    • (2009) Neural Networks , vol.22 , Issue.3 , pp. 200-212
    • Werbos, P.J.1
  • 12
    • 0035273403 scopus 로고    scopus 로고
    • On-line learning control by association and reinforcement
    • Mar
    • J. Si and Y. T. Wang, "On-line learning control by association and reinforcement," IEEE Trans. Neural Netw., vol. 12, no. 2, pp. 264-276, Mar. 2001.
    • (2001) IEEE Trans. Neural Netw. , vol.12 , Issue.2 , pp. 264-276
    • Si, J.1    Wang, Y.T.2
  • 13
    • 0031236002 scopus 로고    scopus 로고
    • Adaptive critic designs
    • Sept
    • D. Y. Prokhorov and D. C. Wunsch, "Adaptive critic designs," IEEE Trans. Neural Netw., vol. 8, no. 5, pp. 997-1007, Sept. 1997.
    • (1997) IEEE Trans. Neural Netw. , vol.8 , Issue.5 , pp. 997-1007
    • Prokhorov, D.Y.1    Wunsch, D.C.2
  • 16
    • 70349116541 scopus 로고    scopus 로고
    • Reinforcement learning and adaptive dynamic programming for feedback control
    • July
    • F. L. Lewis and D. Vrabie, "Reinforcement learning and adaptive dynamic programming for feedback control," IEEE Circuits and Systems Magazine, vol. 9, no. 3, pp. 32-50, July 2009.
    • (2009) IEEE Circuits and Systems Magazine , vol.9 , Issue.3 , pp. 32-50
    • Lewis, F.L.1    Vrabie, D.2
  • 18
    • 0036565019 scopus 로고    scopus 로고
    • 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
  • 19
    • 0242443337 scopus 로고    scopus 로고
    • Implementation of adaptive critic-based neuwcontrollers for turbogenerators in a multimachine power system
    • Sept
    • G. K. Venayagamo, Olthy,R . G. Harley,and D. C. Wunsch," Implementation of adaptive critic-based neuwcontrollers for turbogenerators in a multimachine power system," IEEE Trans. Neural Netw., vol. 14, no. 5, pp. 1047-1064,Sept. 2003.
    • (2003) IEEE Trans. Neural Netw. , vol.14 , Issue.5 , pp. 1047-1064
    • Venayagamoolthy, G.K.1    Harley, R.G.2    Wunsch, D.C.3
  • 20
    • 0242337541 scopus 로고    scopus 로고
    • Adaptive-criticbased optimal neurocontrol for synchwnous generators in a power system using MLP/RBF neural networks
    • Sept./Oct
    • J. W. Park,R . G. Harley,and G. K. Venayagamoorthy," Adaptive-criticbased optimal neurocontrol for synchwnous generators in a power system using MLP/RBF neural networks," IEEE Trans. Ind. Appl., vol. 39, no. 5, pp. 1529-1540, Sept./Oct. 2003.
    • (2003) IEEE Trans. Ind. Appl. , vol.39 , Issue.5 , pp. 1529-1540
    • Park, J.W.1    Harley, R.G.2    Venayagamoorthy, G.K.3
  • 21
    • 17644391408 scopus 로고    scopus 로고
    • Improving the performance of globalized dual heuristic programming for fault tolerant control through an online learning supervisor
    • Apr
    • G. G. Yen and P. G. Delima, "Improving the performance of globalized dual heuristic programming for fault tolerant control through an online learning supervisor," IEEE Trans. Automation Science and Engineering, vol. 2, no. 2, pp. 121-131, Apr. 2005.
    • (2005) IEEE Trans. Automation Science and Engineering , vol.2 , Issue.2 , pp. 121-131
    • Yen, G.G.1    Delima, P.G.2
  • 22
    • 33846781133 scopus 로고    scopus 로고
    • A neural network solution for fixed-final time optimal control of nonlinear systems
    • Mar
    • T. Cheng, F. L. Lewis, and M. Abu-Khalaf, "A neural network solution for fixed-final time optimal control of nonlinear systems," Automatica, vol. 43, no. 3, pp. 482-490, Mar. 2007.
    • (2007) Automatica , vol.43 , Issue.3 , pp. 482-490
    • Cheng, T.1    Lewis, F.L.2    Abu-Khalaf, M.3
  • 23
    • 0030196717 scopus 로고    scopus 로고
    • Adaptive-critic based neural networks for aircraft optimal control
    • July-Aug
    • S. N. Balakrishnan and Y. Biega, "Adaptive-critic based neural networks for aircraft optimal control," Journal of Guidance, Control, and Dynamics, vol. 19, no. 4, pp. 893-898, July-Aug. 1996.
    • (1996) Journal of Guidance, Control, and Dynamics , vol.19 , Issue.4 , pp. 893-898
    • Balakrishnan, S.N.1    Biega, Y.2
  • 24
    • 49049111594 scopus 로고    scopus 로고
    • Issues on stability of ADP feedback controllers for dynamic systems
    • Aug
    • S. N. Balakrishnan, J. Ding, and F. L. Lewis, "Issues on stability of ADP feedback controllers for dynamic systems," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 38, no. 4, pp. 913-917, Aug. 2008.
    • (2008) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.38 , Issue.4 , pp. 913-917
    • Balakrishnan, S.N.1    Ding, J.2    Lewis, F.L.3
  • 25
    • 0035427378 scopus 로고    scopus 로고
    • Adaptive-critic based optimal neuro control synthesis for distributed parameter systems
    • Aug
    • R. Padhi,S . N. Balakrishnan,and T. Randolph," Adaptive-critic based optimal neuro control synthesis for distributed parameter systems," Automatica, vol. 37, no. 8, pp. 1223-1234, Aug. 2001.
    • (2001) Automatica , vol.37 , Issue.8 , pp. 1223-1234
    • Padhi, R.1    Balakrishnan, S.N.2    Randolph, T.3
  • 26
    • 0036641793 scopus 로고    scopus 로고
    • State-constrained agile missile control with adaptive critic-based neural networks
    • July
    • D. Han and S. N. Balakrishnan," State-constrained agile missile control with adaptive critic-based neural networks," IEEE Trans. Conrrol Systerns Technology, vol. 10, no. 4, pp. 481-489, July 2002.
    • (2002) IEEE Trans. Conrrol Systerns Technology , vol.10 , Issue.4 , pp. 481-489
    • Han, D.1    Balakrishnan, S.N.2
  • 27
    • 33751238181 scopus 로고    scopus 로고
    • A single network adaptive critic (SNAC) architecture for optimaJ control synthesis for a class of nonlinear systems
    • Dec
    • R. Padhi, N. Unnikrishnan, X. Wang, and S. N. BaJakrishnan, "A single network adaptive critic (SNAC) architecture for optimaJ control synthesis for a class of nonlinear systems," Neural Networks, vol. 19, no. 10, pp. 1648-1660, Dec. 2006.
    • (2006) Neural Networks , vol.19 , Issue.10 , pp. 1648-1660
    • Padhi, R.1    Unnikrishnan, N.2    Wang, X.3    Bajakrishnan, S.N.4
  • 28
    • 49049089962 scopus 로고    scopus 로고
    • Discrete-time nonlinear HJB solution using approximate dynamic programming: Convergence proof
    • Aug
    • A. AI-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
    • Ai-Tamimi, A.1    Lewis, F.L.2    Abu-Khalaf, M.3
  • 29
    • 49049119493 scopus 로고    scopus 로고
    • A novel infinite-time optimaJ tracking control scheme for a class of discrete-time nonlinear systems via the greedy HOP iteration algorithm
    • Aug
    • H. Zhang, Q. Wei, and Y. Luo, "A novel infinite-time optimaJ tracking control scheme for a class of discrete-time nonlinear systems via the greedy HOP iteration algorithm," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 38, no. 4, pp. 937-942, Aug. 2008.
    • (2008) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.38 , Issue.4 , pp. 937-942
    • Zhang, H.1    Wei, Q.2    Luo, Y.3
  • 30
    • 58349110975 scopus 로고    scopus 로고
    • Adaptive optimal control for continuous-time linear systems based on policy iteration
    • Feb
    • D. V rabie, O. Pastravanu, M. Abu-Khalaf, and F. L. Lewis, "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
    • Rabie, D.V.1    Pastravanu, O.2    Abu-Khalaf, M.3    Lewis, F.L.4
  • 31
    • 56349120789 scopus 로고    scopus 로고
    • C:-adaptive dynamic programming for discrete-time systems
    • Hong Kong, June
    • D. Liu and N. Jin, "c:-adaptive dynamic programming for discrete-time systems," in Proc. Inrernatiollal Joint Conference on Neural Networks, Hong Kong, June 2008, pp. 1417-1424.
    • (2008) Proc. Inrernatiollal Joint Conference on Neural Networks , pp. 1417-1424
    • Liu, D.1    Jin, N.2
  • 32
    • 14844340822 scopus 로고    scopus 로고
    • Nearly optimaJ control laws for nonlinear systems with saturating actuators using a neural network HJB approach
    • May
    • M. Abu-Khalaf and F. L. Lewis, "Nearly optimaJ control laws for nonlinear systems with saturating actuators using a neural network HJB approach," Automatica, vol. 41, no. 5,779-791, May 2005.
    • (2005) Automatica , vol.41 , Issue.5 , pp. 779-791
    • Abu-Khalaf, M.1    Lewis, F.L.2
  • 33
    • 70349253929 scopus 로고    scopus 로고
    • Neural-network-based near-optimal control for a class of discrete-time affine nonlinear systems with control constraints
    • Sept
    • H. Zhang, Y. Luo, and D. Liu, "Neural-network-based near-optimal control for a class of discrete-time affine nonlinear systems with control constraints," IEEE Trans. Neural Netw., vol. 20, no. 9, pp. 1490-1503, Sept. 2009.
    • (2009) IEEE Trans. Neural Netw. , vol.20 , Issue.9 , pp. 1490-1503
    • Zhang, H.1    Luo, Y.2    Liu, D.3
  • 34
    • 77950630017 scopus 로고    scopus 로고
    • Online actor-critic algorithm to solve the continuous-time infinite horizon optimal control problem
    • May
    • K. G. Vamvoudakis and F. L. 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.G.1    Lewis, F.L.2
  • 35
    • 74249090869 scopus 로고    scopus 로고
    • Adaptive critic designs for energy minimization of portable video communication devices
    • Jan
    • Z. Sun, X. Chen, and Z. He, "Adaptive critic designs for energy minimization of portable video communication devices," IEEE Transactions on Circuits and Systems for Video Technology, vol. 20, no. 1, pp. 27-37, Jan. 2010.
    • (2010) IEEE Transactions on Circuits and Systems for Video Technology , vol.20 , Issue.1 , pp. 27-37
    • Sun, Z.1    Chen, X.2    He, Z.3
  • 36
    • 79551685808 scopus 로고    scopus 로고
    • Reinforcement learning for paltially observable dynamic processes: Adaptive dynamic programming using measured output data
    • Feb
    • F. L. Lewis and K. G. Vamvoudakis, "Reinforcement learning for paltially observable dynamic processes: adaptive dynamic programming using measured output data," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 41, no. 1, pp. 14-25, Feb. 2011.
    • (2011) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.41 , Issue.1 , pp. 14-25
    • Lewis, F.L.1    Vamvoudakis, K.G.2
  • 37
    • 78651311269 scopus 로고    scopus 로고
    • Adaptive dynamic programming for finite-horizon optimal control of discrete-time nonlinear systems with c:-error bound
    • Jan. 2011
    • F. Y. Wang, N. Jin, O. Liu, and Q. Wei, "Adaptive dynamic programming for finite-horizon optimal control of discrete-time nonlinear systems with c:-error bound," IEEE Trans. Neural Netw., vol. 22, no. 1, pp. 24-36, Jan. 2011.
    • IEEE Trans. Neural Netw. , vol.22 , Issue.1 , pp. 24-36
    • Wang, F.Y.1    Jin, N.2    Liu, O.3    Wei, Q.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.