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Volumn 1, Issue , 2010, Pages

Design optimization utilizing gradient/Hessian enhanced surrogate model

Author keywords

[No Author keywords available]

Indexed keywords

AERODYNAMICS; COMPUTATIONAL FLUID DYNAMICS; FUEL ADDITIVES; INTERPOLATION; UNCERTAINTY ANALYSIS;

EID: 78649511052     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.2514/6.2010-4363     Document Type: Conference Paper
Times cited : (86)

References (29)
  • 1
    • 77950206416 scopus 로고    scopus 로고
    • Comparison of surrogate models for turbomachinery design
    • Peter, J., and Marcelet, M., "Comparison of Surrogate Models for Turbomachinery Design," WSEAS Transactions on Fluid Mechanics, Issue.1, Vol.3, 2008.
    • (2008) WSEAS Transactions on Fluid Mechanics , vol.3 , Issue.1
    • Peter, J.1    Marcelet, M.2
  • 2
    • 0025683716 scopus 로고
    • The origins of kriging
    • Cressie, N., "The Origins of Kriging," Mathematical Geology, Vol.22, No.3, pp.239-252, 1990.
    • (1990) Mathematical Geology , vol.22 , Issue.3 , pp. 239-252
    • Cressie, N.1
  • 3
    • 50049107306 scopus 로고    scopus 로고
    • Computer experiments
    • Ghosh, S., Rao, C.R., (Eds.)
    • Koehler, J. R., and Owen, A. B., "Computer Experiments," In Ghosh, S., Rao, C.R., (Eds.), Handbook of Statistics, pp.261-308, 1996.
    • (1996) Handbook of Statistics , pp. 261-308
    • Koehler, J.R.1    Owen, A.B.2
  • 4
    • 0000561424 scopus 로고    scopus 로고
    • Efficient global optimization of expensive black-box functions
    • Jones, D. R., Schonlau, M., and Welch, W. J., "Efficient Global Optimization of Expensive Black-Box Functions," Journal of Global Optimization, Vol.13, pp.455-492, 1998.
    • (1998) Journal of Global Optimization , vol.13 , pp. 455-492
    • Jones, D.R.1    Schonlau, M.2    Welch, W.J.3
  • 5
    • 84983139995 scopus 로고    scopus 로고
    • Comparison of response surface and kriging models for multidisciplinary design optimization
    • Simpson, T. W., Korte, J. J., Mauery, T. M., and Mistree, F., "Comparison of Response Surface and Kriging Models for Multidisciplinary Design Optimization," AIAA-98-4755, 1998.
    • (1998) AIAA-98-4755
    • Simpson, T.W.1    Korte, J.J.2    Mauery, T.M.3    Mistree, F.4
  • 6
    • 85086491742 scopus 로고    scopus 로고
    • Using gradients to construct cokriging approximation models for high-dimensional design optimization problems
    • Chung, H. S., and Alonso, J. J., "Using Gradients to Construct Cokriging Approximation Models for High-Dimensional Design Optimization Problems," AIAA-2002-0317, 2002.
    • (2002) AIAA-2002-0317
    • Chung, H.S.1    Alonso, J.J.2
  • 7
    • 17444414416 scopus 로고    scopus 로고
    • Use of kriging models to approximate deterministic computer models
    • Martin, J. D., and Simpson, T. W., "Use of Kriging Models to Approximate Deterministic Computer Models," AIAA Journal, Vol.43, No.4, pp.853-863, 2005.
    • (2005) AIAA Journal , vol.43 , Issue.4 , pp. 853-863
    • Martin, J.D.1    Simpson, T.W.2
  • 8
    • 18144368961 scopus 로고    scopus 로고
    • Efficient optimization design method using kriging model
    • Jeong, S., Murayama, M., and Yamamoto, K., "Efficient Optimization Design Method Using Kriging Model," Journal of Aircraft, Vol.42, No.2, pp.413-420, 2005. (Pubitemid 40611738)
    • (2005) Journal of Aircraft , vol.42 , Issue.2 , pp. 413-420
    • Jeong, S.1    Murayama, M.2    Yamamoto, K.3
  • 9
    • 43649093003 scopus 로고    scopus 로고
    • Building efficient response surfaces of aerodynamic functions with kriging and cokriging
    • Laurenceau, J., and Sagaut, P., "Building Efficient Response Surfaces of Aerodynamic Functions with Kriging and Cokriging," AIAA Journal, Vol.46, No.2, pp.498-507, 2008.
    • (2008) AIAA Journal , vol.46 , Issue.2 , pp. 498-507
    • Laurenceau, J.1    Sagaut, P.2
  • 10
    • 82555203641 scopus 로고    scopus 로고
    • Comparison of gradient and response surface based optimization frameworks using adjoint method
    • Laurenceau, J., and Meaux, M., "Comparison of Gradient and Response Surface Based Optimization Frameworks Using Adjoint Method," AIAA-2008-1889, 2008.
    • (2008) AIAA-2008-1889
    • Laurenceau, J.1    Meaux, M.2
  • 11
    • 78049519304 scopus 로고    scopus 로고
    • Efficient design optimization by physics-based direct manipulation free-form deformation
    • Yamazaki, W., Mouton, S., and Carrier, G., "Efficient Design Optimization by Physics-Based Direct Manipulation Free-Form Deformation," AIAA-2008-5953, 2008.
    • (2008) AIAA-2008-5953
    • Yamazaki, W.1    Mouton, S.2    Carrier, G.3
  • 12
    • 78649511936 scopus 로고    scopus 로고
    • On improving efficiency and accuracy of variable-fidelity surrogate modeling in aero-data for loads context
    • Han, Z. H., Görtz, S., and Zimmermann, R., "On Improving Efficiency and Accuracy of Variable-Fidelity Surrogate Modeling in Aero-data for Loads Context," CEAS 2009 European Air and Space Conference, 2009.
    • (2009) CEAS 2009 European Air and Space Conference
    • Han, Z.H.1    Görtz, S.2    Zimmermann, R.3
  • 13
    • 20344370244 scopus 로고    scopus 로고
    • Efficient aerodynamic shape optimization
    • Jameson, A., "Efficient Aerodynamic Shape Optimization," AIAA Paper 2004-4369, 2004.
    • (2004) AIAA Paper 2004-4369
    • Jameson, A.1
  • 14
    • 34250736837 scopus 로고    scopus 로고
    • A discrete adjoint-based approach for optimization problems on three-dimensional unstructured meshes
    • Mavriplis, D. J., "A Discrete Adjoint-Based Approach for Optimization Problems on Three-Dimensional Unstructured Meshes," AIAA Paper 2006-0050, 2006.
    • (2006) AIAA Paper 2006-0050
    • Mavriplis, D.J.1
  • 15
    • 0035368923 scopus 로고    scopus 로고
    • Aerodynamic optimization of supersonic transport wing using unstructured adjoint method
    • Kim, H. J., Sasaki, D., Obayashi, S., and Nakahashi, K., "Aerodynamic Optimization of Supersonic Transport Wing Using Unstructured Adjoint Method," AIAA Journal, Vol.39, No.6, pp.1011-1020, 2001.
    • (2001) AIAA Journal , vol.39 , Issue.6 , pp. 1011-1020
    • Kim, H.J.1    Sasaki, D.2    Obayashi, S.3    Nakahashi, K.4
  • 16
    • 0036603247 scopus 로고    scopus 로고
    • Recent improvements in aerodynamic optimization on unstructured meshes
    • Nielsen, E. J. and Anderson, W. K., "Recent Improvements in Aerodynamic Optimization on Unstructured Meshes," AIAA Journal, Vol.40, No.6, pp.1155-1163, 2002.
    • (2002) AIAA Journal , vol.40 , Issue.6 , pp. 1155-1163
    • Nielsen, E.J.1    Anderson, W.K.2
  • 17
    • 0037324761 scopus 로고    scopus 로고
    • Algorithm developments for discrete adjoint methods
    • Giles, M. B., Duta, M. C., Muller, J. D., and Pierce, N. A., "Algorithm Developments for Discrete Adjoint Methods," AIAA Journal, Vol.41, No.2, pp.198-205, 2003.
    • (2003) AIAA Journal , vol.41 , Issue.2 , pp. 198-205
    • Giles, M.B.1    Duta, M.C.2    Muller, J.D.3    Pierce, N.A.4
  • 18
    • 33744726898 scopus 로고    scopus 로고
    • Using an adjoint approach to eliminate mesh sensitivities in computational design
    • Nielsen, E. J., and Park, M. A., "Using an Adjoint Approach to Eliminate Mesh Sensitivities in Computational Design," AIAA Journal, Vol.44, No.5, pp.948-953, 2006.
    • (2006) AIAA Journal , vol.44 , Issue.5 , pp. 948-953
    • Nielsen, E.J.1    Park, M.A.2
  • 19
    • 78649528392 scopus 로고    scopus 로고
    • Improving accuracy and robustness of a discrete direct differentiation method and discrete adjoint method for aerodynamic shape optimization
    • Peter, J., and Mayeur, M., "Improving Accuracy and Robustness of a Discrete Direct Differentiation Method and Discrete Adjoint Method for Aerodynamic Shape Optimization," Proceedings of the ECCOMAS CFD Conference, 2006.
    • (2006) Proceedings of the ECCOMAS CFD Conference
    • Peter, J.1    Mayeur, M.2
  • 20
    • 78649842312 scopus 로고    scopus 로고
    • Efficient hessian calculations using automatic differentiation and the adjoint method
    • Rumpfkeil, M. P., and Mavriplis, D. J., "Efficient Hessian Calculations using Automatic Differentiation and the Adjoint Method," AIAA-2010-1268, 2010.
    • (2010) AIAA-2010-1268
    • Rumpfkeil, M.P.1    Mavriplis, D.J.2
  • 21
    • 84893474647 scopus 로고    scopus 로고
    • TAPENADE: A tool for automatic differentiation of programs
    • Jyvaskyla, Finland
    • Hascoët, L., "TAPENADE: A Tool for Automatic Differentiation of Programs," Proceedings of the ECCOMAS Conference, Jyvaskyla, Finland, 2004.
    • (2004) Proceedings of the ECCOMAS Conference
    • Hascoët, L.1
  • 22
  • 23
    • 78649522300 scopus 로고    scopus 로고
    • Estimation of the impact of geometrical uncertainties on aerodynamic coefficients using CFD
    • Chalot, F., Dinh, Q. V., Herbin, E., Martin, L., Ravachol, M., and Roge, G., "Estimation of the Impact of Geometrical Uncertainties on Aerodynamic Coefficients Using CFD," AIAA-2008-2068, 2008.
    • (2008) AIAA-2008-2068
    • Chalot, F.1    Dinh, Q.V.2    Herbin, E.3    Martin, L.4    Ravachol, M.5    Roge, G.6
  • 24
    • 0001953837 scopus 로고
    • Genetic algorithms for multiobjective optimization: Formulation, discussion and generalization
    • Morgan Kaufmann Publishers, Inc., San Mateo
    • Fonseca, C. M., and Fleming, P. J., "Genetic Algorithms for Multiobjective Optimization: Formulation, Discussion and Generalization," Proceedings of the 5th International Conference on Genetic Algorithms, Morgan Kaufmann Publishers, Inc., San Mateo, pp.416-423, 1993.
    • (1993) Proceedings of the 5th International Conference on Genetic Algorithms , pp. 416-423
    • Fonseca, C.M.1    Fleming, P.J.2
  • 25
    • 78549280562 scopus 로고    scopus 로고
    • New multi-objective genetic algorithms for diversity and convergence enhancement
    • Kim, H. J., and Liou, M.-S., "New Multi-Objective Genetic Algorithms for Diversity and Convergence Enhancement," AIAA Paper 2009-1168, 2009.
    • (2009) AIAA Paper 2009-1168
    • Kim, H.J.1    Liou, M.-S.2
  • 26
    • 34250827986 scopus 로고    scopus 로고
    • An unsteady discrete adjoint formulation for two-dimensional flow problems with deforming meshes
    • Mani, K., and Mavriplis, D. J., "An Unsteady Discrete Adjoint Formulation for Two-Dimensional Flow Problems with Deforming Meshes," AIAA-2007-60, 2007.
    • (2007) AIAA-2007-60
    • Mani, K.1    Mavriplis, D.J.2
  • 27
    • 45849083479 scopus 로고    scopus 로고
    • Unsteady discrete adjoint formulation for two-dimensional flow problems with deforming meshes
    • Mani, K., and Mavriplis, D. J., "Unsteady Discrete Adjoint Formulation for Two-Dimensional Flow Problems with Deforming Meshes," AIAA Journal, Vol.46, No.6, pp.1351-1364, 2008.
    • (2008) AIAA Journal , vol.46 , Issue.6 , pp. 1351-1364
    • Mani, K.1    Mavriplis, D.J.2
  • 28
    • 0025475785 scopus 로고
    • Unsteady euler airfoil solutions using unstructured dynamic meshes
    • Batina, J. T., "Unsteady Euler Airfoil Solutions Using Unstructured Dynamic Meshes," AIAA Journal, Vol.28, No.8, pp.1381-1388, 1990.
    • (1990) AIAA Journal , vol.28 , Issue.8 , pp. 1381-1388
    • Batina, J.T.1
  • 29
    • 0017995820 scopus 로고
    • Wing design by numerical optimization
    • Hicks, R. M., and Henne, P. A., "Wing Design by Numerical Optimization," Journal of Aircraft, Vol.15, No.7, pp.407-412, 1978.
    • (1978) Journal of Aircraft , vol.15 , Issue.7 , pp. 407-412
    • Hicks, R.M.1    Henne, P.A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.