Control of a nonlinear multivariable system with adaptive critic designs

Intelligent Engineering Systems Through Artificial Neural Networks

Volumn 6, Issue , 1996, Pages 559-565

  Visnevski, Nikita A ^a   Prokhorov, Danil V ^a  

^a Texas Tech University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE CONTROL SYSTEMS; ALGORITHMS; DYNAMIC PROGRAMMING; HEURISTIC PROGRAMMING; KALMAN FILTERING; MULTIVARIABLE CONTROL SYSTEMS; NEURAL NETWORKS;

NEUROCONTROL;

NONLINEAR CONTROL SYSTEMS;

EID: 0030308686     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Article

References (8)

1. Narendra, K. S., Mukhopadhyay, S., (1994). Adaptive Control of Nonlinear Multivariable Systems Using Neural Networks, Neural Networks, Vol. 7, No. 5, 737-752.
2. Puskorius, G., Feldkamp, L. (1994). Neurocontrol of Nonlinear Dynamical Systems with Kalman Filter Trained Recurrent Networks, IEEE Trans. on Neural Networks, Vol. 5, No. 2, 279-297.
3. Werbos, P., (1990). Backpropagation Through Time: What it Does and How to Do It, Proc. of the IEEE, Vol. 78, No. 10, 1550-1560.
4. Puskorius, G., Feldkamp, L., (1994). Truncated Backpropagation Through Time and Kalman Filter Training for Neurocontrol, In Proc. of the World Congress on Computational Intelligence (WCCI), Orlando, FL, June/July, 2488-2493.
5. Werbos, P., (1992). Approximate Dynamic Programming for Real-Time Control and Neural Modeling, In Handbook of Intelligent Control (D. White, D. Sofge, Eds.), Van Nostrand.
6. Werbos, P., (1990). A Menu of Designs for Reinforcement Learning Over Time, Ch. 3 in Neural Networks for Control (W. Miller, R. Sutton, P. Werbos, Eds.), MIT Press.
7. Prokhorov, D., Wunsch, D., (1995). Adaptive Critic Designs, submitted to IEEE Trans. on Neural Networks, abstract is available at http://www.ieee.org/nnc. Earlier version of this paper appeared in Computational Intelligence:A Dynamic System Perspective (R. Marks et. al., Eds.), IEEE Press, Nov. 1995, pp. 98-107.
8. Prokhorov, D., Wunsch, D., (1995). Adaptive Critic Designs, submitted to IEEE Trans. on Neural Networks, abstract is available at http://www.ieee.org/nnc. Earlier version of this paper appeared in Computational Intelligence:A Dynamic System Perspective (R. Marks et. al., Eds.), IEEE Press, Nov. 1995, pp. 98-107.