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Abstract
Optimization of wing shapes for aerodynamic performance is presented using a combination of particle swarm method and surrogate models. The wing shape deformations are parameterized using free form deformation together with wing twist. The developed strategy is applied to the lift-constrained drag minimization of Onera M6 wing.
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References
- Buche, D., Schraudolph, N.N and Koumoutsakos, P., "Accelerating Evolutionary Algorithms with Gaussian Process Fitness Function Models", IEEE Tran. on Systems, Man and Cybernetics - Part C: Applications and Reviews, 35(2), 2005.
- Cox, D and John, S. Sdo., "A Statistical Method for Global Optimization", Alexandrov, N.M and Hussaini, N., Editors, Multidisciplinary Design Optimization: State-of-the Art, pp.315-329, SIAM, Philadelphia, 1997.
- Dennis, J. E and Torczon, V., "Managing Approximation Models in Optimization", Alexandrov, N. M and Hussaini, N., Editors, Multidisciplinary Design Optimization: State-of-the Art, pp.330-329, SIAM, Philadelphia, 1997.
- Duvigneau, R., Chaigne, B and Desideri, J. -A., "Multi-level Parameterization for Shape Optimization in Aerodynamics and eLectromagnetics using Particle Swarm Optimization, Research Report RR- 6003, INRIA, Sophia Antipolis, 2006.
- Farin, G., "Curves and Surfaces for Computer-aided Geometric Design", Academic Press, 1989.
- Miller, P., "Swarm Behaviour", National Geographic, July 2007, Available online at http://www7.nationalgeographic.com/ngm/0707/fe ature5/.
- NUWTUN. http://nuwtun.berlios.de.
- Praveen, C and Duvigneau, R., "Study of Some Strategies for Global Optimization using Gaussian Process Models with Application to Aerodynamic Design", Research Report - RR-6964, INRIA, 2009.
- Sederberg, T and Parry, S., "Free-form Deformation of Solid Geometric Models", Computer Graphics, 20(4):151-160, 1986.
References
Buche, D., Schraudolph, N.N and Koumoutsakos, P., "Accelerating Evolutionary Algorithms with Gaussian Process Fitness Function Models", IEEE Tran. on Systems, Man and Cybernetics - Part C: Applications and Reviews, 35(2), 2005.
Cox, D and John, S. Sdo., "A Statistical Method for Global Optimization", Alexandrov, N.M and Hussaini, N., Editors, Multidisciplinary Design Optimization: State-of-the Art, pp.315-329, SIAM, Philadelphia, 1997.
Dennis, J. E and Torczon, V., "Managing Approximation Models in Optimization", Alexandrov, N. M and Hussaini, N., Editors, Multidisciplinary Design Optimization: State-of-the Art, pp.330-329, SIAM, Philadelphia, 1997.
Duvigneau, R., Chaigne, B and Desideri, J. -A., "Multi-level Parameterization for Shape Optimization in Aerodynamics and eLectromagnetics using Particle Swarm Optimization, Research Report RR- 6003, INRIA, Sophia Antipolis, 2006.
Farin, G., "Curves and Surfaces for Computer-aided Geometric Design", Academic Press, 1989.
Miller, P., "Swarm Behaviour", National Geographic, July 2007, Available online at http://www7.nationalgeographic.com/ngm/0707/fe ature5/.
NUWTUN. http://nuwtun.berlios.de.
Praveen, C and Duvigneau, R., "Study of Some Strategies for Global Optimization using Gaussian Process Models with Application to Aerodynamic Design", Research Report - RR-6964, INRIA, 2009.
Sederberg, T and Parry, S., "Free-form Deformation of Solid Geometric Models", Computer Graphics, 20(4):151-160, 1986.