메뉴 건너뛰기




Volumn 48, Issue 5, 2010, Pages 981-994

Comparison of gradient-based and gradient-enhanced response-surface-based optimizers

Author keywords

[No Author keywords available]

Indexed keywords

ADJOINT METHODS; AERODYNAMIC SHAPE OPTIMIZATION; CO-KRIGING; COMPARATIVE STUDIES; COMPUTATIONAL COSTS; DESIGN VARIABLES; ERROR MINIMIZATION; GLOBAL OPTIMIZER; GRADIENT BASED; HIGH FIDELITY; HIGH-DIMENSIONAL PROBLEMS; KRIGING; LOCAL OPTIMA; MINIMIZATION PROBLEMS; OBJECTIVE FUNCTIONS; OPTIMIZERS; PERFORMANCE CRITERION; QUASI-NEWTON; REFERENCE ALGORITHM; REFINEMENT PROCESS; REYNOLDS AVERAGED NAVIER-STOKES EQUATION; SAMPLING PROCESS; SURFACE-BASED;

EID: 77952498647     PISSN: 00011452     EISSN: None     Source Type: Journal    
DOI: 10.2514/1.45331     Document Type: Article
Times cited : (80)

References (33)
  • 1
    • 0017995820 scopus 로고
    • Wing design by numerical optimization
    • doi:10.2514/3.58379
    • Hicks, R. M., and Henne, P., "Wing Design by Numerical Optimization," Journal of Aircraft, Vol.15, No.7, 1978, pp. 407-412. doi:10.2514/3.58379
    • (1978) Journal of Aircraft , vol.15 , Issue.7 , pp. 407-412
    • Hicks, R.M.1    Henne, P.2
  • 2
    • 7544233552 scopus 로고    scopus 로고
    • Multi-element high-lift configuration design optimization using viscous continuous adjoint method
    • doi:10.2514/1.17
    • Kim, S., Alonso, J. J., and Jameson, A., "Multi-Element High-Lift Configuration Design Optimization Using Viscous Continuous Adjoint Method," Journal of Aircraft, Vol.41, No.5, 2004, pp. 1082-1097. doi:10.2514/1.17
    • (2004) Journal of Aircraft , vol.41 , Issue.5 , pp. 1082-1097
    • Kim, S.1    Alonso, J.J.2    Jameson, A.3
  • 3
    • 3343005600 scopus 로고    scopus 로고
    • Variable-fidelity aerodynamic optimization for turbulent flows using a discrete adjoint formulation
    • doi:10.2514/1.2109
    • Le Moigne, A., and Qin, N., "Variable-Fidelity Aerodynamic Optimization for Turbulent Flows Using a Discrete Adjoint Formulation," AIAA Journal, Vol.42, No.7, 2004, pp. 1281-1292. doi:10.2514/1.2109
    • (2004) AIAA Journal , vol.42 , Issue.7 , pp. 1281-1292
    • Le Moigne, A.1    Qin, N.2
  • 4
    • 84893453924 scopus 로고    scopus 로고
    • Viscous aerodynamic shape optimization based on the discrete adjoint state for 3D industrial configurations
    • [CD-ROM] University of Jyväskylä Jyväskylä Finland July
    • Meaux, M., Cormery, M., and Voizard, G., "Viscous Aerodynamic Shape Optimization Based on the Discrete Adjoint State for 3D Industrial Configurations," European Congress on Computational Methods in Applied Sciences and Engineering [CD-ROM], University of Jyväskylä, Jyväskylä, Finland, July 2004.
    • (2004) European Congress on Computational Methods in Applied Sciences and Engineering
    • Meaux, M.1    Cormery, M.2    Voizard, G.3
  • 5
    • 35648951648 scopus 로고    scopus 로고
    • Comparison between gradient-free and adjoint based aerodynamic optimization of a flying wing transport aircraft in the preliminary design
    • AIAA, Paper 07-4060
    • Widhalm, M., Ronzheimer, A., and Hepperle, M., "Comparison Between Gradient-Free and Adjoint Based Aerodynamic Optimization of a Flying Wing Transport Aircraft in the Preliminary Design," 25th Applied Aerodynamics Conference, AIAA, Paper 07-4060, 2007.
    • (2007) 25th Applied Aerodynamics Conference
    • Widhalm, M.1    Ronzheimer, A.2    Hepperle, M.3
  • 6
    • 0000561424 scopus 로고    scopus 로고
    • Efficient global optimization of expensive black-box functions
    • doi:10.1023/A:1008306431147
    • Jones, D. R., Schonlau, M., and Welch, W. J., "Efficient Global Optimization of Expensive Black-Box Functions," Journal of Global Optimization, Vol.13, No.4, 1998, pp. 455-492. doi:10.1023/A:1008306431147
    • (1998) Journal of Global Optimization , vol.13 , Issue.4 , pp. 455-492
    • Jones, D.R.1    Schonlau, M.2    Welch, W.J.3
  • 7
    • 84983200505 scopus 로고    scopus 로고
    • Using approximations to accelerate engineering design optimization
    • AIAA, Paper 1998-4800; also Collection of Technical Papers, Pt. 2, A98-39701
    • Torczon, V., and Trosset, M.W., "Using Approximations to Accelerate Engineering Design Optimization," 7th AIAA/USAF/NASA/ISSMO Symposium on Multidisciplinary Analysis and Optimization, AIAA, Paper 1998-4800, 1998; also Collection of Technical Papers, Pt. 2, A98-39701 10-31.
    • (1998) 7th AIAA/USAF/NASA/ISSMO Symposium on Multidisciplinary Analysis and Optimization , pp. 10-31
    • Torczon, V.1    Trosset, M.W.2
  • 8
    • 0035517086 scopus 로고    scopus 로고
    • Approximation and model management in aerodynamic optimization with variable-fidelity models
    • doi:10.2514/2.2877
    • Alexandrov, N. M., Lewis, R. M., Gumbert, R. C., Lawrence, L. L., and Newman, P. A., "Approximation and Model Management in Aerodynamic Optimization with Variable-Fidelity Models," Journal of Aircraft, Vol.38, No.6, 2001, pp. 1093-1101. doi:10.2514/2.2877
    • (2001) Journal of Aircraft , vol.38 , Issue.6 , pp. 1093-1101
    • Alexandrov, N.M.1    Lewis, R.M.2    Gumbert, R.C.3    Lawrence, L.L.4    Newman, P.A.5
  • 9
    • 0037394089 scopus 로고    scopus 로고
    • Evolutionary optimization of computationally expensive problems via surrogate modelling
    • doi:10.2514/2.1999
    • Ong, Y. S., Nair, P. B., and Keane, A. J., "Evolutionary Optimization of Computationally Expensive Problems via Surrogate Modelling," AIAA Journal, Vol.41, No.4, 2003, pp. 687-696. doi:10.2514/2.1999
    • (2003) AIAA Journal , vol.41 , Issue.4 , pp. 687-696
    • Ong, Y.S.1    Nair, P.B.2    Keane, A.J.3
  • 10
    • 2442471668 scopus 로고    scopus 로고
    • Robust optimization of 2D airfoils driven by full Navier-Stokes computations
    • DOI 10.1016/j.compfluid.2003.11.001, PII S0045793004000076
    • Peigin, S., and Epstein, B., "Robust Optimization of 2DAirfoils Driven by Full Navier-Stokes Computations," Computers and Fluids, Vol.33, No.9, 2004, pp. 1175-1200. doi:10.1016/j.compfluid.2003.11.001 (Pubitemid 38653510)
    • (2004) Computers and Fluids , vol.33 , Issue.9 , pp. 1175-1200
    • Peigin, S.1    Epstein, B.2
  • 11
    • 77952489702 scopus 로고    scopus 로고
    • Aerodynamic and structural optimisation of powerplant integration under the wing of a transonic transport aircraft
    • Association Aeronautique et Astronautique de France, Paris
    • Mouton, S., Laurenceau, J., and Carrier, G., "Aerodynamic and Structural Optimisation of Powerplant Integration Under theWing of a Transonic Transport Aircraft," 42àme Colloque d'Aérodynamique Appliquée AAAF, Association Aeronautique et Astronautique de France, Paris, 2007.
    • (2007) 42àme Colloque d'Aérodynamique Appliquée AAAF
    • Mouton, S.1    Laurenceau, J.2    Carrier, G.3
  • 13
    • 63349105310 scopus 로고    scopus 로고
    • Comparative study of three- dimensional wing drag minimization by different optimization techniques
    • doi:10.2514/1.38216
    • Epstein, B., Jameson, A., Peigin, S., Roman, D., Harrison, H., and Vassberg, J., "Comparative Study of Three- Dimensional Wing Drag Minimization by Different Optimization Techniques," Journal of Aircraft, Vol.46, No.2, 2009, pp. 526-545. doi:10.2514/1.38216
    • (2009) Journal of Aircraft , vol.46 , Issue.2 , pp. 526-545
    • Epstein, B.1    Jameson, A.2    Peigin, S.3    Roman, D.4    Harrison, H.5    Vassberg, J.6
  • 14
    • 84893470404 scopus 로고
    • Vanderplaats Research and Development, Colorado Springs, CO
    • Vanderplaats, G. N., "D.O.T. Users Manual," Vanderplaats Research and Development, Colorado Springs, CO, 1995.
    • (1995) D.O.T. Users Manual
    • Vanderplaats, G.N.1
  • 15
    • 77956250258 scopus 로고    scopus 로고
    • Status of the ELSA CFD software for flow simulation and multi-disciplinary applications
    • AIAA, Paper 2008-664
    • Cambier, L., and Veuillot, J.-P., "Status of the ELSA CFD Software for Flow Simulation and Multi-Disciplinary Applications," 46th Aerospace Sciences Meeting and Exhibit, AIAA, Paper 2008-664, 2008.
    • (2008) 46th Aerospace Sciences Meeting and Exhibit
    • Cambier, L.1    Veuillot, J.-P.2
  • 16
    • 24144448798 scopus 로고    scopus 로고
    • Airbus, ONERA, and DLR results from the second AIAA drag prediction workshop
    • Brodersen, O., Rakowitz, M., Amant, S., Larrieu, P., Destarac, D., and Sutcliffe, M., "Airbus, ONERA, and DLR Results from the Second AIAA Drag PredictionWorkshop," Journal of Aircraft, Vol.42, No.4, 2005, pp. 932-940; also AIAA, Paper 2004-0391, 2004. doi:10.2514/1.8662 (Pubitemid 41229844)
    • (2005) Journal of Aircraft , vol.42 , Issue.4 , pp. 932-940
    • Brodersen, O.1    Rakowitz, M.2    Amant, S.3    Larrieu, P.4    Destarac, D.5    Sutcliffe, M.6
  • 17
    • 20544476549 scopus 로고
    • Aerodynamic design via control theory
    • doi:10.1007/BF01061285
    • Jameson, A., "Aerodynamic Design Via Control Theory," Journal of Scientific Computing, Vol.3, No.3, 1988, pp. 233-260. doi:10.1007/BF01061285
    • (1988) Journal of Scientific Computing , vol.3 , Issue.3 , pp. 233-260
    • Jameson, A.1
  • 18
    • 84893454939 scopus 로고    scopus 로고
    • Contribution to discrete implicit gradient and discrete adjoint method for aerodynamic shape optimisation
    • [CD-ROM], University of Jyväskylä, Jyväskylä, Finland
    • Peter, J., Pham, C.-T., and Drullion, F., "Contribution to Discrete Implicit Gradient and Discrete Adjoint Method for Aerodynamic Shape Optimisation," European Conference on Computational Fluid Dynamics [CD-ROM], University of Jyväskylä, Jyväskylä, Finland, 2004.
    • (2004) European Conference on Computational Fluid Dynamics
    • Peter, J.1    Pham, C.-T.2    Drullion, F.3
  • 19
    • 4243051332 scopus 로고    scopus 로고
    • Drag/thrust analysis of jet-propelled transonic transport aircraft; definition of physical drag components
    • doi:10.1016/j.ast.2004.03.004
    • Destarac, D., and van der Vooren, J., "Drag/Thrust Analysis of Jet-Propelled Transonic Transport Aircraft; Definition of Physical Drag Components," Aerospace Science and Technology, Vol.8, No.6, 2004, pp. 545-556. doi:10.1016/j.ast.2004.03.004
    • (2004) Aerospace Science and Technology , vol.8 , Issue.6 , pp. 545-556
    • Destarac, D.1    Van Der Vooren, J.2
  • 21
    • 34250083818 scopus 로고
    • Approximation concepts for optimum structural design: A review
    • doi:10.1007/BF01743349
    • Barthelemy, J.-F. M., and Haftka, R. T., "Approximation Concepts for Optimum Structural Design: A Review," Structural optimization, Vol.5, No.3, 1993, pp. 129-144. doi:10.1007/BF01743349
    • (1993) Structural optimization , vol.5 , Issue.3 , pp. 129-144
    • Barthelemy, J.-F.M.1    Haftka, R.T.2
  • 22
    • 43649093003 scopus 로고    scopus 로고
    • Building efficient response surfaces of aerodynamic functions with kriging and cokriging
    • DOI 10.2514/1.32308
    • Laurenceau, J., and Sagaut, P., "Building Efficient Response Surfaces of Aerodynamic Functions with Kriging and Cokriging," AIAA Journal, Vol.46, No.2, 2008, pp. 498-507. doi:10.2514/1.32308 (Pubitemid 351683015)
    • (2008) AIAA Journal , vol.46 , Issue.2 , pp. 498-507
    • Laurenceau, J.1    Sagaut, P.2
  • 23
    • 84972517827 scopus 로고
    • Design and analysis of computer experiments
    • doi:10.1214/ss/1177012413
    • Sacks, J., Welch, W. J., Mitchell, T. J., and Wynn, H. P., "Design and Analysis of Computer Experiments," Statistical Science, Vol.4, No.4, 1989, pp. 409-435. doi:10.1214/ss/1177012413
    • (1989) Statistical Science , vol.4 , Issue.4 , pp. 409-435
    • Sacks, J.1    Welch, W.J.2    Mitchell, T.J.3    Wynn, H.P.4
  • 24
    • 85086491742 scopus 로고    scopus 로고
    • Using gradients to construct cokriging approximation models for high dimensional design optimization problems
    • AIAA, Paper 02-0317
    • Chung, H.-S., and Alonso, J. J., "Using Gradients to Construct Cokriging Approximation Models for High Dimensional Design Optimization Problems," 40th Aerospace Science Meeting and Exhibit, AIAA, Paper 02-0317, 2002.
    • (2002) 40th Aerospace Science Meeting and Exhibit
    • Chung, H.-S.1    Alonso, J.J.2
  • 25
    • 4043052348 scopus 로고    scopus 로고
    • A parallel updating scheme for approximating and optimizing high fidelity computer simulations
    • doi:10.1007/s00158-004-0397-9
    • Sobester, A., Leary, S. J., and Keane, A. J., "A Parallel Updating Scheme for Approximating and Optimizing High Fidelity Computer Simulations," Structural and Multidisciplinary Optimization, Vol.27, No.5, 2004, pp. 371-383. doi:10.1007/s00158-004-0397-9
    • (2004) Structural and Multidisciplinary Optimization , vol.27 , Issue.5 , pp. 371-383
    • Sobester, A.1    Leary, S.J.2    Keane, A.J.3
  • 26
    • 0033077012 scopus 로고    scopus 로고
    • A rigorous framework for optimization of expensive functions by surrogates
    • doi:10.1007/BF01197708
    • Booker, A. J., Dennis, J. E., Frank, P. D., Serafini, D. B., Torczon, V., and Trosset, M. W., "A Rigorous Framework for Optimization of Expensive Functions by Surrogates," Structural Optimization, Vol.17, No.1, 1999, pp. 1-13. doi:10.1007/BF01197708
    • (1999) Structural Optimization , vol.17 , Issue.1 , pp. 1-13
    • Booker, A.J.1    Dennis, J.E.2    Frank, P.D.3    Serafini, D.B.4    Torczon, V.5    Trosset, M.W.6
  • 27
    • 1842450482 scopus 로고    scopus 로고
    • Global approximation and optimization using adjoint computational fluid dynamics codes
    • doi:10.2514/1.9114
    • Leary, S. J., Bhaskar, A., and Keane, A. J., "Global Approximation and Optimization Using Adjoint Computational Fluid Dynamics Codes," AIAA Journal, Vol.42, No.3, 2004, pp. 631-641. doi:10.2514/1.9114
    • (2004) AIAA Journal , vol.42 , Issue.3 , pp. 631-641
    • Leary, S.J.1    Bhaskar, A.2    Keane, A.J.3
  • 29
    • 18144368961 scopus 로고    scopus 로고
    • Efficient optimization design method using kriging model
    • doi:10.2514/1.6386
    • Jeong, S., Murayama, M., and Yamamoto, K., "Efficient Optimization Design Method Using Kriging Model," Journal of Aircraft, Vol.42, No.2, 2005, pp. 413-419. doi:10.2514/1.6386
    • (2005) Journal of Aircraft , vol.42 , Issue.2 , pp. 413-419
    • Jeong, S.1    Murayama, M.2    Yamamoto, K.3
  • 30
    • 67649233173 scopus 로고    scopus 로고
    • Simulation and optimization of flow control strategies for novel high-lift configurations
    • doi:10.2514/1.38245
    • Meunier, M., "Simulation and Optimization of Flow Control Strategies for Novel High-Lift Configurations," AIAA Journal, Vol.47, No.5, 2009, pp. 1145-1157. doi:10.2514/1.38245
    • (2009) AIAA Journal , vol.47 , Issue.5 , pp. 1145-1157
    • Meunier, M.1
  • 31
    • 0012933542 scopus 로고    scopus 로고
    • SDO: A statistical method for global optimization
    • edited by N. M. Alexandrov, and M. Y. Hussaini, Society for Industrial and Applied Mathematics, Philadelphia
    • Cox, D., and John, S., "SDO: A Statistical Method for Global Optimization," Multidisciplinary Design Optimization: State-of-the-Art, edited by N. M. Alexandrov, and M. Y. Hussaini, Society for Industrial and Applied Mathematics, Philadelphia, 1997, pp. 315-329.
    • (1997) Multidisciplinary Design Optimization: State-of-the-Art , pp. 315-329
    • Cox, D.1    John, S.2
  • 32
    • 58549086381 scopus 로고    scopus 로고
    • Recent advances in surrogate-based optimization
    • doi:10.1016/j.paerosci.2008.11.001
    • Forrester, A. I. J., and Keane, A. J., "Recent Advances in Surrogate-Based Optimization," Progress in Aerospace Sciences, Vol.45, No.1, 2009, pp. 50-79. doi:10.1016/j.paerosci.2008.11.001
    • (2009) Progress in Aerospace Sciences , vol.45 , Issue.1 , pp. 50-79
    • Forrester, A.I.J.1    Keane, A.J.2
  • 33
    • 0031118203 scopus 로고    scopus 로고
    • No free lunch theorems for optimization
    • April, doi:10.1109/4235.585893
    • Wolpert, D. H., and Macready, W. G., "No Free Lunch Theorems for Optimization," IEEE Transactions on Evolutionary Computation, Vol.1, No. 1, April 1997, pp. 67-82. doi:10.1109/4235.585893
    • (1997) IEEE Transactions on Evolutionary Computation , vol.1 , Issue.1 , pp. 67-82
    • Wolpert, D.H.1    Macready, W.G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.