Design of complex adaptive structures using the genetic algorithm

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 4512, Issue , 2001, Pages 212-223

  Bland, Scott M ^a   Sheng, Lizeng ^a   Kapania, Rakesh K ^a  

^a VIRGINIA POLYTECHNIC INSTITUTE AND STATE UNIVERSITY   (United States)

Author keywords

Actuator placement; Damage detection; Design optimization; Genetic algorithms

Indexed keywords

ACTUATORS; AEROSPACE ENGINEERING; ALGORITHMS; INVERSE PROBLEMS; MIRRORS; OPTIMIZATION; SPACE TELESCOPES;

ADAPTIVE STRUCTURES; DAMAGE DETECTION;

STRUCTURAL ANALYSIS;

EID: 0035764977     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.446769     Document Type: Conference Paper

References (25)

1. Sheng, L., and Kapania, R.K., 2000, "Genetic Algorithms for the Optimization of Piezoelectric Actuator Locations," 41st AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, Atlanta, GA, AIAA-2000-1581.
2. Sheng, L., and Kapania, R.K., 2000, "Genetic Algorithms for the Optimization of Piezoelectric Actuator Locations," AIAA Journal (accepted).
3. nd AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, Seattle, WA, April 2001. AIAA-2001-1627.
4. David. L. Carroll's FORTRAN Genetic Algorithm Driver. http://www.aic.nrl.navy.mil:80/galist/src/#fortran.
5. J.H. Holland 1975 Adaptation in Natural and Artificial Systems. Ann-Arbor: The University of Michigan Press.
6. Michalewicz Z., Genetic Algorithms + Data Structures = Evolutionary Programs, AI Series, Spinger-Verlag, New York, 1996.
7. rd International Conference on Genetic Algorithms, Morgan Kaufman Publishers, San Mateo, California, 1989.
8. Goldberg, D.E., Genetic Algorithms in Search, Optimization, and Machine Learning, Addison-Wesley, 1989.
9. Gen, M., and Cheng, C., Genetic Algorithms and Engineering Design, John Wiley & Sons Inc., New York, 1997.
10. Man, K.F., Tang, K.S., Kwong, S., and Halang, W.A., Genetic Algorithms for Control and Signal Processing, Springer-Verlag, London, 1997.
11. Grefenstette, J.R., "Optimization of Control Parameters for Genetic Algorithms", IEE Transactions on Systems, Man and Cybernetics, IEEE, 1986.
12. rd International Conference on Genetic Algorithms, Morgan Kaufman Publishers, San Mateo, 1989.
13. Jones, B.R., Crossley, W.A., and Lyrintzis, A.S. (2000), "Aerodynamic and Aeroacoustic Optimization of Rotorcraft Airfoils via a Parallel Genetic Algorithm," Journal of Aircraft, Vol. 37, No. 6, November-December, pp. 1088-1096.
14. Holst, T.L., and Puliam, T.H., 2000, "Aerodynamic Shape Optimization using a Real-Number-Encoded Genetic Algorithm," Extended abstract.
15. Liu, B. Haftka R.T., Akgün M. and Todoroki, A., "Permutation Genetic Algorithm For Stacking Sequence Design Of Composite Laminates", Computer Methods in Applied Mechanics and Engineering, 186, pp. 357-372, 2000.
16. Soremekun, G., Gürdal, Z., Haftka, R.T., and Watson, L.T., "Composite laminate design optimization by genetic algorithm with generalized elitist selection," Computers & Structures, 79(2), pp. 131-143, 2001.
17. Henderson, J.L., 1994, "Laminated Plate Design Using Genetic Algorithms and Parallel Processing," Computing systems in Engineering, Vol. 5, No. 4-6, pp. 415-423.
18. Punch, W.F., Averill, R.C., Goodman, E.D., Lin, S.C., Ding Y., and Yip, Y.C., "Optimal Design of Laminated Composite Structures Using Coarse-Grain Parallel Genetic Algorithms," Computing Systems in Engineering, Vol. 5, N. 4-6, 1994, pp. 441-453.
19. Kapania, R.K., Mohan, P., and Jakubowski, A., "Control of Thermal Deformations of Spherical Mirror Segment," Paper AIAA-96-4145, Journal of Spacecraft and Rockets, Vol. 35, No. 2, 1998, pp. 156-162.
20. Kapania, R.K. and Mohan, P., "Static, Free Vibration and Thermal Analysis of Composite Plates and Shells Using a Flat Triangular Shell Element," Computational Mechanics: An International Journal, Vol. 17, No. 5, 1996, pp. 343-357.
21. Narkis, Y., 1994, Journal of Sound and Vibration, 172, 549-558. Identification of Crack Location In Vibrating Simply Supported Beams.
22. Cerri, M.N., 2000, Journal of Sound and Vibration, 234, 259 - 276. Detection of Damage in Beams Subjected to Diffused Cracking.
23. Andrew Chipperfield, Carlos Fonseca, Peter Fleming and Hartmut Pohlheim, Genetic Algorithm Toolbox, http://www.shef.ac.uk/uni/projects/gaipp/gatbx.html.
24. Hemez, F.M., and C. Farhat, 1995, "Structural Damage Detection via a Finite Element Model Updating Methodology," Modal Analysis The International Journal of Analytical and Experimental Modal Analysis, 10(3), 152-166.
25. Zimmerman, D.C. and Yap, K., 1999, "Evolutionary Approach for Model Refinement," Mechanical Systems and Signal Processing, 13(4), 609-625.