Efficient aerodynamic shape optimization using variable-fidelity surrogate models and multilevel computational grids

Aerodynamic Shape ◽

Computational Optimization, Methods and Algorithms - Studies in Computational Intelligence ◽

Variable-Fidelity Aerodynamic Shape Optimization

10.1007/978-3-642-20859-1_9 ◽

2011 ◽

pp. 179-210 ◽

Cited By ~ 6

Author(s):

Leifur Leifsson ◽

Slawomir Koziel

Keyword(s):

Shape Optimization ◽

Aerodynamic Shape ◽

Efficient variable-fidelity multi-point aerodynamic shape optimization based on hierarchical kriging

55th AIAA Aerospace Sciences Meeting ◽

10.2514/6.2017-0035 ◽

2017 ◽

Cited By ~ 1

Author(s):

Ming Huang ◽

Xudong Yang ◽

Xiaokang Peng

Keyword(s):

Shape Optimization ◽

Aerodynamic Shape ◽

Optimization Using Variable Fidelity Solvers: Exploration of an Approximation Management Framework for Aerodynamic Shape Optimization

9th AIAA/ISSMO Symposium on Multidisciplinary Analysis and Optimization ◽

10.2514/6.2002-5595 ◽

2002 ◽

Cited By ~ 3

Author(s):

Xavier Marduel ◽

Christophe Tribes ◽

Jean-Yves Trépanier

Keyword(s):

Shape Optimization ◽

Management Framework ◽

Aerodynamic Shape ◽

Approximation Management Framework ◽

Aerodynamic shape optimization of large-span coal sheds for wind-induced effect mitigation using surrogate models

Engineering Structures ◽

10.1016/j.engstruct.2021.113818 ◽

2022 ◽

Vol 253 ◽

pp. 113818

Author(s):

Ye Qiu ◽

Rui Yu ◽

Bingbing San ◽

Jianhong Li

Keyword(s):

Shape Optimization ◽

Surrogate Models ◽

Large Span ◽

Application of Physics-Based Surrogate Models to Benchmark Aerodynamic Shape Optimization Problems

53rd AIAA Aerospace Sciences Meeting ◽

10.2514/6.2015-0265 ◽

2015 ◽

Cited By ~ 3

Author(s):

Leifur T. Leifsson ◽

Slawomir Koziel ◽

Yonatan Afework Tesfahunegn ◽

Serhat Hosder ◽

Joe-Ray Gramanzini

Keyword(s):

Shape Optimization ◽

Optimization Problems ◽

Surrogate Models ◽

Efficient aerodynamic shape optimization of transonic wings using a parallel infilling strategy and surrogate models

Structural and Multidisciplinary Optimization ◽

10.1007/s00158-016-1546-7 ◽

2016 ◽

Vol 55 (3) ◽

pp. 925-943 ◽

Cited By ~ 60

Author(s):

J. Liu ◽

W.-P. Song ◽

Z.-H. Han ◽

Y. Zhang

Keyword(s):

Shape Optimization ◽

Surrogate Models ◽

Aerodynamic Shape Optimization by Variable-fidelity Models and Gradient-Enhanced Manifold Mapping

34th AIAA Applied Aerodynamics Conference ◽

10.2514/6.2016-3865 ◽

2016 ◽

Author(s):

Leifur T. Leifsson ◽

Yonatan Afework Tesfahunegn ◽

Slawomir Koziel

Keyword(s):

Shape Optimization ◽

Aerodynamic Shape ◽

Variable Fidelity ◽

Manifold Mapping

Variable-fidelity multipoint aerodynamic shape optimization with output-based adapted meshes

Aerospace Science and Technology ◽

10.1016/j.ast.2020.106004 ◽

2020 ◽

Vol 105 ◽

pp. 106004 ◽

Cited By ~ 1

Author(s):

Guodong Chen ◽

Krzysztof J. Fidkowski

Keyword(s):

Shape Optimization ◽

Aerodynamic Shape ◽

Proceedings of the VII European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS Congress 2016) ◽

AN EFFICIENT AERODYNAMIC SHAPE OPTIMIZATION FRAMEWORK FOR ROBUST DESIGN OF AIRFOILS USING SURROGATE MODELS

10.7712/100016.2450.8838 ◽

2016 ◽

Cited By ~ 7

Author(s):

Daigo Maruyama ◽

Dishi Liu ◽

Stefan Görtz

Keyword(s):

Shape Optimization ◽

Robust Design ◽

Surrogate Models ◽

Aerodynamic Shape ◽

Optimization Framework

Proceedings of the VII European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS Congress 2016) ◽

PERFORMANCE COMPARISON OF KRIGING AND SVR SURROGATE MODELS APPLIED TO THE OBJECTIVE FUNCTION PREDICTION WITHIN AERODYNAMIC SHAPE OPTIMIZATION

10.7712/100016.2096.5627 ◽

2016 ◽

Cited By ~ 2

Author(s):

Daniel Viúdez-Moreiras ◽

Esther Andrés-Pérez ◽

Daniel González-Juárez ◽

Mario J. Martin Burgos

Keyword(s):

Shape Optimization ◽

Objective Function ◽

Surrogate Models ◽

Performance Comparison ◽

Function Prediction ◽