Real-coded Adaptive Range Genetic Algorithm and its application to aerodynamic design

JSME International Journal, Series A: Solid Mechanics and Material Engineering

Volumn 43, Issue 2, 2000, Pages 124-129

  Oyama, Akira ^a   Obayashi, Shigeru ^a   Nakahashi, Kazuhiro ^a  

^a TOHOKU UNIVERSITY   (Japan)

Author keywords

Airfoils and wings; Computational fluid dynamics; Genetic algorithms; Optimal design

Indexed keywords

AERODYNAMICS; GENETIC ALGORITHMS; OPTIMIZATION; WINGS;

ADAPTIVE RANGE GENETIC ALGORITHMS (ARGA);

COMPUTATIONAL FLUID DYNAMICS;

AERODYNAMICS; AEROFOIL; DESIGN; GENETIC ALGORITHM; WING;

EID: 0033930103     PISSN: 13447912     EISSN: None     Source Type: Journal    
DOI: 10.1299/jsmea.43.124     Document Type: Article

References (17)

1. Obayashi, S. and Tsukahara, T., Comparison of Optimization Algorithms for Aerodynamic Shape Design, AIAA Paper 96 2394, (1996).
2. Quagliarella, D., Periauz, J., Poloni, C. and Winter, G. (Eds.), Genetic Algorithms in Engineering and Computer Science, (1997), John Wiley and Sons.
3. Dasgupta, D. and Michalewicz, Z. (Eds.), Evolutionary Algorithms in Engineering Applications, (1997), Springer.
4. Michalewicz, Z., Genetic Algorithms+Data Structures=Evolution Programs, third revised edition, (1996), Springer Verlag.
5. Janikow, C.Z. and Michalewicz, Z., An Experimental Comparison of Binary and Floating Point Representations in Genetic Algorithms, Proc. of the 4th Int. Conference on Genetic Algorithms, (1991), p. 31-36.
6. Wright, A.H., Genetic Algorithms for Real Parameter Optimization, in Rawlins, G. (Ed.), Foundations of Genetic Algorithms, (1991), p. 205-218, Morgan Kaufmann Publishers.
7. Krishnakumar, K., Swaminathan, R., Garg, S. and Narayanaswamy, S., Solving Large Parameter Optimization Problems Using Genetic Algorithms, Proc. of the Guidance, Navigation, and Control Conference, (1993), p. 449-460.
8. Mulgund, S., Harper, K., Krishnakumar, K. and Zacharias. G., Air Combat Tactics Optimization Using Stochastic Genetic Algorithms, Proc. of 1998 IEEE Int. Conference on Systems, Man, and Cybernetics, (1998), p. 3136-3141.
9. Arakawa, M. and Hagiwara, I., Development of Adaptive Real Range (ARRange) Genetic Algorithms, JSME Int. J., Ser. C, Vol. 41, No. 4 (1998), p. 969-977.
10. Arakawa, M. and Hagiwara, I., Nonlinear Integer, Discrete and Continuous Optimization Using Adaptive Range Genetic Algorithms, Proc. of 1997 ASME Design Engineering Technical Conferences, (1997).
11. Baker, J.E., Reducing Bias and Inefficiency in the Selection Algorithm, Proc. of the 2nd Int. Conference on Genetic Algorithms, (1987), p. 14-21.
12. Obayashi, S. and Wada, Y., Practical Formulation of a Positively Conservative Scheme, AIAA J., Vol. 32, No. 5 (1994), p. 1093-1095.
13. Yoon, S., Jameson, A. and Kwak, D., Effect of Artificial Diffusion Scheme on Multigrid Convergence, AIAA Paper 95-1670, (1995).
14. Jameson, A., Solution of the Euler Equations for Two-Dimensional Transonic Flow by a Multigrid Method, Applied Mathematics and Computation, Vol. 13 (1983), p. 327-356.
15. Oyama, A., Obayashi, S., Nakahashi, K. and Hirose, N., Fractional Factorial Design of Genetic Coding for Aerodynamic Optimization, AIAA Paper 99-3298, (1999).
16. Sobieczky, H. Parametric Airfoils and Wings, Recent Development of Aerodynamic Design Methodologies - Inverse Design and Optimization, (1999), p. 72-74, Friedr. Vieweg & Sohn Verlagsgesellschaft mbH, Braunschweig/Wiesbaden.
17. Harris, C.D., ASA Supercritical Airfoils, NASA TP 2969, (1990).