Evolutionary algorithms for aerofoil design

International Journal of Computational Fluid Dynamics

Volumn 11, Issue 1-2, 1998, Pages 51-77

  De Falco, I ^a   Della Cioppa, A ^a   Iazzetta, A ^a   Tarantino, E ^a  

^a CNR   (Italy)

Author keywords

Aerofoil design; Breeder genetic algorithms; Evolution strategies; Evolutionary algorithms; Evolutionary programming; Genetic algorithms; Optimisation; Parallel evolutionary algorithms

Indexed keywords

EID: 2842594669     PISSN: 10618562     EISSN: None     Source Type: Journal    
DOI: 10.1080/10618569808940865     Document Type: Article

References (35)

1. [Bae91] Bäck, T. and Schwefel, H. P. (1991). "A Survey of Evolution Strategy", Proceedings of Fourth International Conference on Genetic Algorithms, San Diego, pp. 2-9.
2. [Can95] Cantú-Paz, E., "A Summary of Research on Parallel Genetic Algorithms", IIIiGAL Report, n. 95007, University of Illinois at Urbana-Champaign, USA, July 1995.
3. [Dav87] Coombs, S. and Davis, L. (1987). Genetic Algorithms and Communication Link Speed Design: Constraints and Operators, Proceedings of the Second International Conference on Genetic Algorithms, Kaufmann, M., pp. 257-260.
4. [Def92] De Falco, I., Del Balio, R., Tarantino, E. and Vaccaro, R. (1992). "Simulation of Genetic Algorithms on MIMD multicomputer", Parallel Processing Letters, 2(4), 381-389.
5. [Def95] De Falco, I., Del Balio, R., Della Cioppa, A. and Tarantino, E., "A Parallel Genetic Algorithm for Transonic Airfoil Optimisation", Proceedings of the IEEE International Conference on Evolutionary Computing, pp. 429-434, Perth, University of Western Australia, Australia, Nov. 1995.
6. [Def96a] De Falco, I., Del Balio, R., Della Cioppa, A. and Tarantino, E., "Breeder Genetic Algorithm for Airfoil Design Optimisation", Proceedings of the IEEE International Conference on Evolutionary Computing, pp. 71-75, Nagoya, Japan, May 20-22 1996.
7. [Def96b] De Falco, I., Del Balio, R., Della Cioppa, A. and Tarantino, E. (1996). Investigating a parallel Breeder Genetic Algorithm on the Inverse Aerodynamic Design, Proceedings of Parallel Solving from Nature IV, Lecture Notes in Computer Science, pp. 982-991, Springer Verlag.
8. [Def97] De Falco, I., Della Cioppa, A., Iazzetta, A. and Tarantino, E., Mijn Mutation Operator for Aerofoil Design Optimisation, Soft Computing in Engineering Design and Manufacturing, June 23, Springer-Verlag, 1997.
9. [Doo96] Doorly, D. J., Peiro, J. and Oesterle, J.-P., "Optimisation of Aerodynamic and Coupled Aerodynamic-Structural Design using Parallel Genetic Algorithms", Proceedings of the Sixth AIAA/NASA/ USAF Multidisciplinary Analysis and Optimization Symposium, Seattle, WA, USA, AIAA Paper 96-4027, September 4-6, 1996.
10. [Dul91] Dulikravich, G. S., Aerodynamic shape design and optimization, Tech. Rep., pp. 91 -0476, AIAA paper, Jan. 1991.
11. [Fog66] Fogel, L. J., Marsh, A. J. and Walsh, M. J. (1966). Artificial Intelligence through Simulated Evolution, Wiley and Sons, New York.
12. [Fog92] Fogel, D. B. and Atmar, J. W. (Eds.) (1992). Proceedings of the First Annual Conference on Evolutionary Programming, La Jolla, CA: Evolutionary Programming Society.
13. [Gag93] Gage, P. and Kroo, I. (1993). A Role for Genetic Algorithms in a Preliminary Design Environment, Stanford University Technical Report.
14. [Glo89] Glover, F. (1989). "Tabu Search: Part I", ORSA J. Computing, 1, 190-206.
15. [Glo90] Glover, F. (1990). "Tabu Search: Part II", ORSA J. Computing, 2, 4-32.
16. [Gol89] Goldberg, D. E. (1989). Genetic Algorithms in Search, Optimization and Machine Learning. Addison-Wesley, Reading, Mass.
17. [Gra96] Grasmeyer, J., Application of a Genetic Algorithm with Adaptive Penalty Functions to Airfoil Design, Proceedings of the AIAA Region III Student Conference, West Lafayette, Indiana, USA, March 28-30, 1996.
18. [Hol75] Holland, J. H. (1975). Adaption in Natural and Artificial Systems, MIT Press.
19. [Rec73] Rechenberg, I. (1973). Evolutionsstrategie: Optimierung technischer Systeme nach Prinzipien der biologischen Evolution, Frommann Holzboog Verlag, Stuttgart.
20. [Jam88] Jameson, A. (1988). Aerodynamic Design via Control Theory, Tech. rep., pp. 88-64, ICASE.
21. [Kir83] Kirkpatrick, S., Gelatt, C. D. and Vecchi, M. P. (1983). "Optimization by Simulated Annealing", Science, 220, 671-680.
22. [Man89] Manderick, B. and Spiessens, P. (1989). "Fine-grained Parallel Genetic Algorithms", Proceedings of the 3rd International Conference on Genetic Algorithms (Schaffer, J. D., Ed.), Kaufmann, M. 428-433.
23. [Mos93] Mosetti, G. and Poloni, C. (1993). Aerodynamic Shape Optimization by means of a Genetic Algorithm, Proceedings of the Fifth International Symposium on Computational Fluid Dynamics, pp. 279-289, Sendai, Japan.
24. [Mue9l] Mühlenbein, H., Schomisch, M. and Born, J. (1991). "The Parallel Genetic Algorithm as Function Optimizer", Parallel Computing, 17, 619-632.
25. [Muc93] Mühlenbein, H. and Schlierkamp-Voosen, D. (1993). "Predictive Models for the breeder Genetic Algorithm I. Continuous Parameter Optimization", Evolutionary Computation, 1(1), 25-49.
26. [Mue94] Mühlenbein, H. and Schlierkamp-Voosen, D. (1994). "The Science of Breeding and its Application to the Breeder Genetic Algorithm", Evolutionary Computation, 1, 335-360.
27. [Oba95] Obayashi, S. and Takanashi, S., "Genetic Optimization of Target Pressure Distributions for Inverse Design Methods", Proceedings of the 12th AIAA Computational Fluid Dynamics Conference, San Diego, CA, June 19-22, 1995.
28. [Qua94] Quagliarella, D. and Della Cioppa, A. (1994). "Genetic Algorithms Applied to the Aerodynamic Design of Transonic Airfoils", Proceedings of the 12th AIAA Applied Aerodynamics Conferene, pp. 686-693, Colorado Spring, CO, USA, AIAA-94-1896-CP.
29. [Rog89] Rogers, D. E. (1989). Mathematical Elements for Computer Graphics, Addison-Wesley, Reading, Mass.
30. [Rud95] Schwefel, H. P. and Rudolph, G. (1995). Contemporary Evolution Strategies, in Advances in Artificial Life, Third International Conference on Artificial Life, Vol. 929 of Lecture Notes in Artificial Intelligence, pp. 893-907, Springer-Verlag, Berlin.
31. [Sch81] Schwefel, H. P. (1981). Numerical Optimization of Computer Models, Wiley, Chichester.
32. [Tan89] Tanese, R. (1989). "Distributed Genetic Algorithms," Proceedings of the 3rd International Conference on Genetic Algorithms (Schaffer, J. D., Ed.), Kaufmann, M., pp. 434-439.
33. [Ton85] Tong, S. S. (1985). Design of Aerodynamic Bodies using Artificial Intelligence/Expert System Technique, Tech. Rep. 85-0112, AIAA Paper.
34. [Ton89] Tong, S. S., Powell, D. and Skolnick, M. (1989). Engeneous: Domain Independent, Machine Learning for Design Optimization, Proceedings of the Third International Conference on Genetic Algorithms (Schaffer, J. D., Ed.), Kaufmann, M., pp. 151-159.
35. [Van84] Vanderplaats, G. N. (1984). Numerical Optimization Techniques for Engineering Design: with Applications, McGraw Hill, New York.