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Volumn 44, Issue 11, 2004, Pages 1257-1278

Hybrid genetic algorithms and artificial neural networks for complex design optimization in CFD

Author keywords

Artificial neural networks; Genetic algorithms; Navier Stokes; Shape optimization

Indexed keywords

GENETIC ALGORITHMS; MATHEMATICAL MODELS; NEURAL NETWORKS; OPTIMIZATION; REYNOLDS NUMBER; ROBUSTNESS (CONTROL SYSTEMS); TURBULENCE;

EID: 1842684896     PISSN: 02712091     EISSN: None     Source Type: Journal    
DOI: 10.1002/fld.688     Document Type: Article
Times cited : (42)

References (17)
  • 1
    • 0032809870 scopus 로고    scopus 로고
    • Aerodynamic design optimization on unstructured grids with a continuous adjoint formulation
    • Anderson WK, Venkatakrishnan V. Aerodynamic design optimization on unstructured grids with a continuous adjoint formulation. Computers and Fluids 1999; 28:443-480.
    • (1999) Computers and Fluids , vol.28 , pp. 443-480
    • Anderson, W.K.1    Venkatakrishnan, V.2
  • 3
    • 0033225820 scopus 로고    scopus 로고
    • Aerodynamic design optimization on unstructured meshes using the Navier-Stokes equations
    • Anderson WK, Nielsen E. Aerodynamic design optimization on unstructured meshes using the Navier-Stokes equations. AIAA Journal 1999; 37:1411-1419.
    • (1999) AIAA Journal , vol.37 , pp. 1411-1419
    • Anderson, W.K.1    Nielsen, E.2
  • 6
    • 0034274027 scopus 로고    scopus 로고
    • Response surface techniques for diffuser shape optimization
    • Madsen J. Response surface techniques for diffuser shape optimization. AIAA Journal 2000; 38:1512-1518.
    • (2000) AIAA Journal , vol.38 , pp. 1512-1518
    • Madsen, J.1
  • 8
    • 0034130534 scopus 로고    scopus 로고
    • Hybridization of a multi-objective genetic algorithm, a neural network and a classical optimizer for a complex design problem in fluid dynamics
    • Poloni C, Giurgevich A, Onesti L, Pediroda V. Hybridization of a multi-objective genetic algorithm, a neural network and a classical optimizer for a complex design problem in fluid dynamics. Computer Methods in Applied Mechanics and Engineering 2000; 186:403-420.
    • (2000) Computer Methods in Applied Mechanics and Engineering , vol.186 , pp. 403-420
    • Poloni, C.1    Giurgevich, A.2    Onesti, L.3    Pediroda, V.4
  • 11
    • 0346565405 scopus 로고    scopus 로고
    • Comparison of explicit algebraic stress models and second-order turbulence closures for steady flows around ships
    • Piquet J (ed). Ecole Centrale de Nantes: Nantes, France
    • Deng G, Visonneau M. Comparison of explicit algebraic stress models and second-order turbulence closures for steady flows around ships. In Proceedings of the Seventh International Conference on Numerical Ship Hydrodynamics, Piquet J (ed). Ecole Centrale de Nantes: Nantes, France, 1999.
    • (1999) Proceedings of the Seventh International Conference on Numerical Ship Hydrodynamics
    • Deng, G.1    Visonneau, M.2
  • 13
    • 0022758626 scopus 로고
    • Free-from deformation of solid geometric models
    • Sederberg T, Parry S. Free-from deformation of solid geometric models. Computer Graphics 1986; 20:151-160.
    • (1986) Computer Graphics , vol.20 , pp. 151-160
    • Sederberg, T.1    Parry, S.2
  • 17
    • 0013238081 scopus 로고    scopus 로고
    • Wedge trust region methods for derivative free optimization
    • Marazzi M, Nocedal J. Wedge trust region methods for derivative free optimization. Mathematical Programming 2002; 91:289-305.
    • (2002) Mathematical Programming , vol.91 , pp. 289-305
    • Marazzi, M.1    Nocedal, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.