Efficient global optimization using hybrid genetic algorithms

9th AIAA/ISSMO Symposium on Multidisciplinary Analysis and Optimization

Volumn , Issue , 2002, Pages

  Hacker, Kurt A ^a   Eddy, John ^a   Lewis, Kemper E ^a  

^a the State University of New York   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

GENETIC ALGORITHMS; GLOBAL OPTIMIZATION; LOCAL SEARCH (OPTIMIZATION); SIMULATED ANNEALING; TOPOGRAPHY;

EFFICIENT GLOBAL OPTIMIZATION; HEURISTIC OPTIMIZATION ALGORITHMS; HYBRID GENETIC ALGORITHMS; HYBRID OPTIMIZATION APPROACHES; HYBRID OPTIMIZATION METHOD; LARGE-SCALE ENGINEERING; LOCAL SEARCH ALGORITHM; MULTIMODAL DESIGN SPACES;

HEURISTIC ALGORITHMS;

EID: 85087192123     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.2514/6.2002-5429     Document Type: Conference Paper

References (13)

1. Simpson, T. W., Mauery, T. M., Korte, J.J., and Mistree F., "Comparison of Response Surface and Kriging Models for Multidisciplinary Design Optimization," 7th AIAA/USAF/NASA/ISSMO Symposium on Multidisciplinary Analysis & Optimization, St. Louis, MI, AIAA-98-4755, 1998.
2. Vanderplaats, G.N., Numerical Optimization Techniques for Engineering Design, Colorado Springs, CO, Vanderplatts Research and Development Inc., 1998.
3. Hacker, K., "Efficient Robust Systems Design through the Use of Hybrid Optimization and Distributed Computing," Ph.D. Dissertation, University at Buffalo, 2002.
4. Bentley, P. J., Evolutionary Design by Computers, Morgan Kaufmann Publishers Inc., San Francisco, CA, 1999.
5. Dakev, N. V., Chipperfield, A. J. and Fleming, P. J., "A General Approach for Solving Optimal Control Problems Using Optimization Techniques", Proc. IEEE Int. Conf. on Systems, Man and Cybernetics, Vancouver, BC, Canada, Oct 22-25, pp. 4503-4508, 1995.
6. Shaw, K. J. and Fleming, P. J., "An Initial Study of Practical Multi-Objective Production Scheduling Using Genetic Algorithms'", Proceedings of International Conference on Control '96, University of Exeter, September 2-5, 1996.
7. Chipperfield, A.J. and Fleming, P.J., Gas Turbine Engine Controller Design Using Multiobjective Genetic Algorithms, Proceedings 1st IEE/IEEE International Conference on Genetic Algorithms in Engineering Systems: Innovations and Applications, Sheffield, UK, pp. 214-219, 1995.
8. Hajela, P., Lee E. and Lin, C. Y., "Genetic Algorithms in Structural Topology Optimization", Topology Design of Structures, eds. M.P. Bendsoe and C.A. Mota-Soares, Kluwer Academic, pp. 117-134, 1993.
9. Trabia, M.B., "A Hybrid Fuzzy Simplex Genetic Algorithm," Proceedings of the ASME Design Engineering Technical Conferences, Baltimore, MD, DETC2000/DAC-1423, 2000.
10. Nassef, A.O., Hegazi, H.A., and Metwalli, S.M., "A Hybrid Genetic-Direct Search Algorithm for the Shape Optimization of Solid C-Frame Cross- Sections," Proceedings of the ASME Design Engineering Technical Conferences, Baltimore, MD, DETC2000/DAC-14295, 2000.
11. Gen, M. and Cheng, R. Genetic Algorithms & Engineering Optimization, New York, NY, John Wiley & Sons, Inc., 2000.
12. Keane, A.J., Experiences with optimizers in structural design, Proceedings of the 1st Conf. on Adaptive Computing in Engineering Design and Control, ISBN-0-905227-33-6, published by the University of Plymouth, UK, I.C. Parmee, ed., pp. 14-27, 1994.
13. Box, G., Hunter, W.G. and Hunter, J.S. Statistics for Experimenters: An Introduction to Design, Data Analysis, and Model Building. New York: John Wiley and Sons, 1978.