Simulated annealing for missile optimization: Developing method and formulation techniques

Journal of Guidance, Control, and Dynamics

Volumn 27, Issue 4, 2004, Pages 616-626

  Tekinalp, Ozan ^a,b   Bingol, Muge ^a,c  

^a MIDDLE EAST TECHNICAL UNIVERSITY   (Turkey)

^b Aerospace Engineering Department   (Turkey)

^c ROKETSAN Missiles Industries Inc   (Turkey)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COOLING; ENERGY UTILIZATION; NEURAL NETWORKS; OPTIMIZATION; SIMULATED ANNEALING;

ADAPTIVE COOLING; BURNOUT; INEQUALITY CONSTRAINTS; MISSILE TRAJECTORIES;

MISSILES;

EID: 3843112192     PISSN: 07315090     EISSN: 15333884     Source Type: Journal    
DOI: 10.2514/1.2103     Document Type: Review

References (29)

1. Hargraves, C., Johnson, F., Paris, S., and Rettie, J., "Numerical Computation of Optimal Atmospheric Trajectories," Journal of Guidance and Control, Vol. 4, No. 4, 1981, pp. 408-414.
2. Jansch, C., Schenepper, K., and Well, K. H., "Ascent and Descent Trajectory Optimization of ARIANE V/HERMES," Space Flight Mechanics, CP-498, AGARD, Neuilly Sur Seine, France, 1990, pp. 3.1-3.27.
3. Shaver, D. A., and Hull, D. C., "Advanced Launch System Trajectory Optimization Using Suboptimal Control," AIAA Paper 90-3413, Aug. 1990.
4. Menon, P. K. A., Kim, E., and Cheng, V. H. L., "Optimal Trajectory Synthesis for Terrain Following Flight," Journal of Guidance, Control, and Dynamics, Vol. 14, No. 4, 1991, pp. 807-813.
5. Ashley, H., "On Making Things the Best-Aeronautical Uses of Optimization," Journal of Aircraft, Vol. 19, No. 1, 1982, pp. 5-28.
6. Tekinalp, O., and Arslan, E. M., "Optimal Mid-Course Trajectories for Precision Guided Munitions with Collocation and Nonlinear Programming," Proceedings of the 20th Congress of the International Council of Aeronautical Sciences, Vol. 1, AIAA, Reston, VA, 1996, pp. 593-600.
7. Tekinalp, O., and Arslan, E. M., "Multidisciplinary Design Optimization Tool for Air to Surface Missiles," Proceedings of the ISSMO/UBCAD/UB/AIAA 3rd World Congress of Structural and Multidisciplinary Design Optimization [CD-ROM], Paper 20MTA-3, University at Buffalo, School of Engineering and Applied Sciences, Buffalo, NY, 1999.
8. Tsuchiya, T., and Suzuki, S., "A Study on Simultaneous Design/Trajectory Optimization of Spaceplane," International Symposium on Optimization and Innovative Design, Japanese Society of Mechanical Engineers, Paper 158, July 1997.
9. Tekinalp, O., and Utalay, S., "Simulated Annealing for Missile Trajectory Planning and Multidisciplinary Missile Design Optimization," AIAA Paper 2000-0684, Jan. 2000.
10. Betts, J. T., "Survey of Numerical Methods for Trajectory Optimization," Journal of Guidance, Control and Dynamics, Vol. 21, No. 2, 1998, pp. 193-207.
11. Frank, P. D., Booker, A. J., Caudell, T. P., and Healy, M. J., "A Comparison of Optimization and Search Methods for Multidisciplinary Design," AIAA Paper 92-4827, Sept. 1992.
12. Hajela, P. "Nongradient Methods in Multidisciplinary Design Optimization - Status and Potential," Journal of Aircraft, Vol. 36, No. 1, 1999, pp. 255-265.
13. Belisle, C. J. P., Romeijin, H. E., and Smith, R. L., "Hide-and-Seek a Simulated Annealing Algorithm for Global Optimization," Dept. of Industrial and Operations Engineering, Technical Rept. 90-25, Univ. of Michigan, Ann Arbor, MI, Sept. 1990.
14. Lu, P., and Khan, M. A., "Nonsmooth Trajectory Optimization: An Approach Using Continuous Simulated Annealing," Journal of Guidance, Control, and Dynamics, Vol. 17, No. 4, 1994, pp. 685-691.
15. Byrson, A. E., and Ho, Y. C., Applied Optimal Control, Optimization, Estimation and Control, Balisdel, Waltham, MA, 1969, Chap. 2.
16. Hargraves, C. R., and Paris, S. W., "Direct Trajectory Optimization Using Nonlinear Programming and Collocation," Journal of Guidance, Control, and Dynamics, Vol. 10, No. 4, 1987, pp. 339-342.
17. Betts, J. T., and Huffman, W. P., "Application of Sparse Nonlinear Programming to Trajectory Optimization," Journal of Guidance, Control, and Dynamics, Vol. 15, No. 1, 1992, pp. 198-206.
18. Hull, D. O., "Conversion of Optimal Control Problems into Parameter Optimization Problems," Journal of Guidance, Control, and Dynamics, Vol. 20, No. 1, pp. 57-60.
19. Kirkpatrick, S., Gelatt, C. D., and Vechi, M. P., "Optimization by Simulated Annealing," Science, Vol. 220, No. 4598, 1983, pp. 671-680.
20. Vanderbilt, D., and Lougie, S.G., "A Monte Carlo Simulated Annealing Approach to Optimization over Continous Variables," Journal of Computational Physics, Vol. 56, No. 2, 1984, pp. 259-271.
21. Corona, A., Marchesi, M., Martini, C., and Ridella, S., "Minimizing Multimodal Functions of Continuous Variables with the Simulated Annealing Algorithm," ACM Transactions on Mathematical Software, Vol. 13, No. 3, 1987, pp. 262-280.
22. Siarry, P., Berthian, G., Durbin, F., and Hamesy, J., "Enhanced Simulated Annealing for Globally Minimizing Functions of Many Continuous Variables," ACM Transactions on Mathematical Software, Vol. 23, No. 2, 1997, pp. 209-228.
23. Romeijn, H. E., and Smith, R. L., "Simulated Annealing for Constrained Global Optimization," Journal of Global Optimization, Vol. 5, No. 2, 1994, pp. 101-126.
24. Hajek, B., "Cooling Schedules for Optimal Annealing," Mathematics of Operations Research, Vol. 13, No. 2, 1988, pp. 311-329.
25. Missile DATCOM Software, Revision 6/93, Wright Patterson AFB, OH, June 1993.
26. Lan, C.-T. E., and Roskam, J., Airplane Aerodynamics and Performance, Roskam Aviation Engineering, Ottawa, KS, 1988, pp. 4-24.
27. Sutton, G. P., and Bilarz, O., Rocket Propulsion Elements-An Introduction to the Engineering of Rockets, 7th ed., Wiley, New York, 2000, Chap. 3.
28. Michalewicz, Z., and Shoenauer, M., "Evolutionary Algorithms for Constrained Parameter Optimization Problems," Evolutionary Computation, Vol. 4, No. 1, 1996, pp. 1-32.
29. "Matrix-X User's Guide," Ver. 5, Integrated Systems, Santa Clara, CA, 1996.