INVERSE DESIGN OF 2-D AIRFOIL VIA VIBRATIONAL GENETIC ALGORITHM

[1] Hicks, R. M., Murman, E. M. and
Vanderplaats, G. N., An Assessment of
Airfoil Design by Numerical Optimization,
NASA TM X3092, Ames Research Center,
Moffett Field, California, 1974.
[2] Baysal O., “Aerodynamic Shape
Optimization: Methods and Applications”,
World Aviation Conference, San Francisco,
CA, 1999.
[3] Jameson A., “Essential Elements of
Computational Algorithms for Aerodynamic
Analysis and Design”, NASA/CR-97-206268,
December 1997, ICASE Report No. 97-68, p.
34-35
[4] Jameson A., Kim S., Shankaran S.,
Leoviriyakit K., “Aerodynamic Shape
Optimization: Exploring the Limits of
Design”, Proceedings Of Ksas’03 Ksas 1st
International Sessions İn 2003 Fall
Conference, Gyeongju/Korea, November 14-
15, 2003, p. 2
[5] Ibid, p. 3-5
[6] Baysal O., Eleshaky M. E., “Aerodynamic
Sensitivity Analysis Methods for the
Compressible Euler Equations”, Journal of
Fluids Engineering, Vol. 113, No 4, 1991, pp.
681-688.
[7] Baysal O., Eleshaky M. E., “Aerodynamic
Design Optimization Using Sensitivity
Analysis and Computational Fluid
Dynamics”, AIAA Journal, Vol. 30, No 3,
1992, pp. 718-725.
[8] Jameson A., “Aerodynamic Design via
Control Theory”, Journal of Scientific
Computing, 3:233-260, 1988.
[9] Jameson A., “Computational aerodynamics
for aircraft design”, Science, 245:361-371,
July 1989.
[10] Wang, X., Damodaran, M. and Lee, S. L.,
“Inverse Transonic Airfoil Design Using
Parallel Simulated Annealing and
Computational Fluid Dynamics”, AIAA
Journal, Vol. 40, No. 4, 2002.
[11] Wang, X. and Damodaran, M., “Aerodynamic
Shape Optimization Using Computational
Fluid Dynamics and Parallel Simulated
Annealing Algorithms”, AIAA Journal, Vol.
39, No. 8, 2001.
[12] Rai, M. M. and Madavan, N. K.,
“Aerodynamic Design Using Neural
Networks, AIAA Journal, Vol. 38, No. 1,
2000.
[13] Obayashi, S. and Takanashi, S., “Genetic
Optimization of Target Pressure Distributions
for Inverse Design Methods”, Proc. 12th
AIAA Computational Fluid Dynamics Conf.,
San Diego, 1995.
[14] Quagliarella, D. and Cioppa, A. D., “Genetic
Algorithms Applied to the Aerodynamic
Design of Transonic Airfoil”, Proc. 12th
AIAA Applied Aerodynamics Conference,
Colorado Springs, AIAA-94-1896-CP, s. 686-
693, 1994.
Inverse Design of 2-D Airfoil Via Vibrational Genetic Algorithm
PEHLİVANOĞLU, HACIOGLU
14
[15] Cao, H. V., and Blom, G. A., “Navier-
Stokes/Genetic Optimization of Multi-
Element Airfoils”, AIAA 962487, 1996.
[16] Jones B. R., Crossley W. A., Lyrintzis A. S.,
“Aerodynamic and Aero acoustic
Optimization of Airfoils via a Parallel Genetic
Algorithm”, Purdue University, 1998.
[17] Doorly, D. J. and Peiro, L., “Supervised
Parallel Genetic Algorithms in Aerodynamic
Optimization”, AIAA 97-1852, 1997.
[18] Vicini A., Quagliarella D., “Airfoil And Wing
Design Through Hybrid Optimization
Strategies”, Presented As Paper 98-2729 At
The AIAA 16th Applied Aerodynamics
Conference, Albuquerque, New Mexico, June
1998.
[19] Tse D. C. M., Chan Y. Y. L., “Application of
Micro Genetic Algorithms and Neural
Networks for Airfoil Design Optimization”,
RTO-AVT Symposium on Aerodynamic
Design and Optimization of Flight Vehicles in
a Concurrent Multi-disciplinary Environment,
Canada, 1999, RTO MP-35.
[20] De Falco I., Cioppa, A. D., Balio, R. D., and
Tarantino, E., “Breeder Genetic Algorithms
for Airfoil Design Optimization”, IEEE Int.
Conf. on Evolutionary Computing, Nagoya,
Japan, 1996.
[21] Hacioglu A., “Using Genetic Algorithm in
Aerodynamic Design and Optimization”, Ph.
D. Thesis, Technical University of Istanbul,
2003.
[22] De Falco I., Cioppa, A. D., Lazzetta, A. and
Tarantino, E., “Mijn Mutation Operator for
Airfoil Design Optimization”, Soft
Computing in Engineering Design and
Manufacturing, Springer Verlag, 1998, p.
211-220
[23] Holland J. H., “Adaptation in Natural and
Artificial Systems”, the University of
Michigan Press, 1975, p. 21-22.
[24] Cheng R., Gen M., “Genetic Algorithms and
Engineering Optimization”, John Wiley and
Sons, Inc., 2000, p. 3
[25] Ibid., p. 7-9
[26] Holland J. H., p. 97-98
[27] Wu H-Y., Yang S., Liu F., “Comparison Of
Three Geometric Representations Of Airfoils
For Aerodynamic Optimizations”, AIAA
2003-4095, 2003, p. 2
[28] Nemec M., “Optimal Shape Design of
Aerodynamic Configurations: A Newton-
Krylov Approach”, Ph. D. Thesis, University
Of Toronto, 2003, p. 17