메뉴 건너뛰기




Volumn 42, Issue 6, 2010, Pages 497-515

A surrogate assisted evolutionary optimization method with application to the transonic airfoil design

Author keywords

Aerodynamic optimization; Genetic algorithm; Neural networks

Indexed keywords

AERODYNAMIC OPTIMIZATION; ALTERNATIVE METHODS; APPROXIMATION TECHNIQUES; COMPUTATIONAL TIME; CONVERGENCE RATES; DESIGN SPACES; EFFICIENT ESTIMATION; EVOLUTIONARY OPTIMIZATION METHOD; EVOLUTIONARY OPTIMIZATIONS; FLOW SOLVER; MULTI-LAYER PERCEPTRON NEURAL NETWORKS; OBJECTIVE FUNCTIONS; OPTIMIZATION ALGORITHMS; SIMPLE GA; SURROGATE METHODS; TRAINING DATA; TRANSONIC AIRFOILS;

EID: 77952415200     PISSN: 0305215X     EISSN: 10290273     Source Type: Journal    
DOI: 10.1080/03052150903305468     Document Type: Article
Times cited : (30)

References (23)
  • 2
    • 85085778832 scopus 로고    scopus 로고
    • Comparison of approximation models with merit functions for design optimization
    • September, Long Beach, CA. Reston, VA: American Institute of Aeronautics and Astronautics
    • Chung, H.S. and Alonso, J.J., 2000, Comparison of approximation models with merit functions for design optimization. 8th AIAA/USAF/NASA/ISSMO symposium on multidisciplinary analysis and optimization, September, Long Beach, CA. Reston, VA: American Institute of Aeronautics and Astronautics.
    • (2000) 8th AIAA/USAF/NASA/ISSMO Symposium on Multidisciplinary Analysis and Optimization
    • Chung, H.S.1    Alonso, J.J.2
  • 4
    • 0030833525 scopus 로고    scopus 로고
    • Three dimensional aerodynamic shape optimization using genetic and gradient search algorithms
    • Foster, N. and Dulikravich, G., 1997. Three dimensional aerodynamic shape optimization using genetic and gradient search algorithms. AIAA Journal, 34 (1), 36-42.
    • (1997) AIAA Journal , vol.34 , Issue.1 , pp. 36-42
    • Foster, N.1    Dulikravich, G.2
  • 6
    • 77952345973 scopus 로고    scopus 로고
    • Evolutionary algorithms with surrogate modelling for computationally expensive optimization problems
    • April, University of Las Palmas de Gran Canaria, Spain
    • Giannakoglou, K.C., Karakasis, M., and Kampolis, I.C., 2006b. Evolutionary algorithms with surrogate modelling for computationally expensive optimization problems. ERCOFTAC conference on design optimization: Methods and application, April, University of Las Palmas de Gran Canaria, Spain, 85-96.
    • (2006) ERCOFTAC Conference on Design Optimization: Methods and Application , pp. 85-96
    • Giannakoglou, K.C.1    Karakasis, M.2    Kampolis, I.C.3
  • 8
    • 33747443482 scopus 로고
    • Introduction to the theory of neural computation
    • MA:Addison-Wesley Publishing Company
    • Hertz, J., Krogh,A., and Palmer, R., 1991. Introduction to the theory of neural computation. Reading,MA:Addison-Wesley Publishing Company.
    • (1991) Reading
    • Hertz, J.1    Krogh, A.2    Palmer, R.3
  • 9
    • 21144448571 scopus 로고    scopus 로고
    • Structure optimization of neural networks for evolutionary design optimization
    • DOI 10.1007/s00500-003-0330-y
    • Husken, M., Jin,Y., and Sendhoff, B., 2005. Structure optimization of neural network for evolutionary design optimization. Journal of Soft Computing, 9 (1), 21-28. (Pubitemid 40097882)
    • (2005) SOFT COMPUTING , vol.9 , Issue.1 , pp. 21-28
    • Husken, M.1    Jin, Y.2    Sendhoff, B.3
  • 10
    • 16244367212 scopus 로고    scopus 로고
    • Automatic generation of adaptive unstructured grids for viscous flowapplications
    • April, Mississippi State University
    • Jahangirian,A. and Johnston, L.J., 1996.Automatic generation of adaptive unstructured grids for viscous flowapplications, 5th international conference on numerical grid generation in CFD, April, Mississippi State University, 219-228.
    • (1996) 5th International Conference on Numerical Grid Generation in CFD , pp. 219-228
    • Jahangirian, A.1    Johnston, L.J.2
  • 11
    • 16244386876 scopus 로고    scopus 로고
    • Unstructured moving grids for implicit calculation of unsteady compressible viscous flows
    • Jahangirian, A. and Hadidoolabi, M., 2005. Unstructured moving grids for implicit calculation of unsteady compressible viscous flows. International Journal for Numerical Methods in Fluids, 47 (10/11), 1107-1113.
    • (2005) International Journal for Numerical Methods in Fluids , vol.47 , Issue.10-11 , pp. 1107-1113
    • Jahangirian, A.1    Hadidoolabi, M.2
  • 13
    • 21144433756 scopus 로고    scopus 로고
    • A comprehensive survey of fitness approximation in evolutionary computation
    • Jin,Y., 2003. A comprehensive survey of fitness approximation in evolutionary computation. Soft Computing Journal, 9 (1), 3-12.
    • (2003) Soft Computing Journal , vol.9 , Issue.1 , pp. 3-12
    • Jin, Y.1
  • 14
    • 33845274502 scopus 로고    scopus 로고
    • Asurrogate based multidisciplinary shape optimization method with application to a 2D subsonic airfoil
    • Jouhaud, J.C., Sagaut, P.,Montagnac, M., and Laurenceau, J., 2007.Asurrogate based multidisciplinary shape optimization method with application to a 2D subsonic airfoil. Journal of Computer and Fluid, 36, 520-529.
    • (2007) Journal of Computer and Fluid , vol.36 , pp. 520-529
    • Jouhaud, J.C.1    Sagaut, P.2    Montagnac, M.3    Laurenceau, J.4
  • 15
    • 33750335018 scopus 로고    scopus 로고
    • On the use of metamodel-assisted, multi-objective evolutionary algorithm
    • Karakasis, M.K. and Giannakoglou, K.C., 2006. On the use of metamodel-assisted, multi-objective evolutionary algorithm. Journal of Engineering Optimization, 38 (8), 941-957.
    • (2006) Journal of Engineering Optimization , vol.38 , Issue.8 , pp. 941-957
    • Karakasis, M.K.1    Giannakoglou, K.C.2
  • 17
    • 0034159114 scopus 로고    scopus 로고
    • A two-level parallelization strategy for genetic algorithm applied to optimum shape design
    • Marco, N. and Lanteri, S., 2000. A two-level parallelization strategy for genetic algorithm applied to optimum shape design. Parallel Computing, 26, 377-397.
    • (2000) Parallel Computing , vol.26 , pp. 377-397
    • Marco, N.1    Lanteri, S.2
  • 18
    • 0012356312 scopus 로고    scopus 로고
    • Real-coded adaptive range genetic algorithm applied to transonic wing optimization
    • Oyama, A., Obayashi, Sh. and Nakahashi, K., 2001. Real-coded adaptive range genetic algorithm applied to transonic wing optimization. Journal of Applied Computing, 1 (3), 179-187.
    • (2001) Journal of Applied Computing , vol.1 , Issue.3 , pp. 179-187
    • Oyama, A.1    Obayashi, S.H.2    Nakahashi, K.3
  • 19
    • 0029343723 scopus 로고
    • Genetic algorithm applied to the aerodynamic design of transonic airfoils
    • Quagliarella, D. and Cioppa, A.D., 1995. Genetic algorithm applied to the aerodynamic design of transonic airfoils. Journal of Aircraft, 32 (4), 889-891.
    • (1995) Journal of Aircraft , vol.32 , Issue.4 , pp. 889-891
    • Quagliarella, D.1    Cioppa, A.D.2
  • 20
    • 33750332952 scopus 로고    scopus 로고
    • A surrogate assisted parallel multi objective evolutionary algorithm for robust engineering design
    • Ray, T. and Smith, W., 2006. A surrogate assisted parallel multi objective evolutionary algorithm for robust engineering design. Journal of Engineering Optimization, 38 (8), 997-1011.
    • (2006) Journal of Engineering Optimization , vol.38 , Issue.8 , pp. 997-1011
    • Ray, T.1    Smith, W.2
  • 21
    • 0036650240 scopus 로고    scopus 로고
    • Navier-Stokes optimization of supersonic wings with four objectives using evolutionary algorithm
    • Sasaki, D., Obayashi, Sh. and Nakahashi, K., 2002. Navier-Stokes optimization of supersonic wings with four objectives using evolutionary algorithm. Journal of Aircraft, 39 (4), 621-629.
    • (2002) Journal of Aircraft , vol.39 , Issue.4 , pp. 621-629
    • Sasaki, D.1    Obayashi, S.H.2    Nakahashi, K.3
  • 22
    • 34447506391 scopus 로고    scopus 로고
    • Airfoil shape parameterization for optimum Navier-Stokes design with genetic algorithm
    • Shahrokhi, A. and Jahangirian, A., 2007. Airfoil shape parameterization for optimum Navier-Stokes design with genetic algorithm. Aerospace Science and Technology, 11 (6), 443-450.
    • (2007) Aerospace Science and Technology , vol.11 , Issue.6 , pp. 443-450
    • Shahrokhi, A.1    Jahangirian, A.2
  • 23


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.