Robust adaptive critic based neural networks for speed-constrained agile missile control

1999 Guidance, Navigation, and Control Conference and Exhibit

Volumn , Issue , 1999, Pages 640-650

  Han, Dongchen ^a   Balakrishnan, S N ^a  

^a University of Missouri Rolla   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AERODYNAMICS; CONSTRAINED OPTIMIZATION; CONTROLLERS; MACH NUMBER; MISSILES; ROBUST CONTROL;

CONSTRAINED OPTIMI-ZATION PROBLEMS; CONTROLLER OUTPUTS; FLIGHT PATH ANGLE; HAMILTONIAN EQUATIONS; INITIAL CONDITIONS; NETWORK STRUCTURES; NUMERICAL RESULTS; OPTIMALITY EQUATION;

ADAPTIVE CONTROL SYSTEMS;

EID: 84959140837     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.2514/6.1999-4064     Document Type: Conference Paper

References (12)

1. A. E. Bryson and Y. Ho, Applied Optimal Control, Hemisphere Publishing Co., 1975, pp. 128-211.
2. K. J. Hunt, “Neural Networks for Controller Systems, A Survey,” Automatica, Vol. 28, No. 6, 1992, pp. 1083-1112.
3. D. A. White and D. Sofge, Handbook of Intelligent Control, Van Nostrand Reinhold, 1992, Ch. 3, 5, 8, 12, 13.
4. S. N. Balakrishnan and V. Biega, "Adaptive Critic Based Neural Networks for Aircraft Optimal Control, " Journal of Guidance, Control, and Dynamics, Vol. 19, No. 4, July-August 1996, pp. 893-898.
5. C. W. Anderson, "Learning to Control an Inverted Pendulum using Neural Networks, " IEEE Control Systems Magazine, April 1898, Vol. 9, pp. 31-37.
6. A. G. Barto, R. S. Sutton, and C. W. Anderson, "Neuronlike Adaptive Elements That Can Solve Difficult Learning Control Problems, " IEEE Transactions on Systems, Man, and Cybernetics, Vol. SMC-13, 1983, pp. 834-846.
7. P. Werbos, "Neurocontrol and Supervised Learning; An Overview and Evaluation, " Handbook of Intelligent Control, Van Nostrand Reinhold, 1992.
8. A. E. Bryson, W. F. Denham, and S. E. Dreyfus, “Optimal Programming Problems with Inequality Constraints I: Necessary Condition for External Solution,” AIAA J. 1, No. 11, 1963, pp. 2544-2550.
9. McIntyre, J. and Paiewonsky, B., “On Optimal Control with Bounded State Variables,” Advances in Control Systems, Vol. 5, Edited by C. T. Leondes, Academic Press, New York, New York, 1967.
10. Kreindler, E., “Additional Necessary Conditions for Optimal Control with State-Variable Inequality Constraints,” Journal of Optimization Theory and Applications, Vol. 38, No. 2, October 1982.
11. Han, D. and Balakrishnan, S. N., “Adaptive Critic Based Neural Networks for Agile Missile Control,” AIAA Guidancè, Navigation, and Control Conference and Exhibit, Boston, Massachusetts, August 10-12, 1998, pp. 1803-1812.
12. Speyer, J. L., Mehra, R. K., and Bryson, A. E., “The Separate Computation of Arcs for Optimal Flight Paths with State Variable Inequality Constraints,” Advanced Problems and Methods for Space Flight Optimization, Pergamon Press, Oxford, 1969, pp. 53-68.