Robust aerodynamic shape optimization using a novel multi-objective evolutionary algorithm coupled with surrogate model

Structural and Multidisciplinary Optimization ◽

10.1007/s00158-020-02589-1 ◽

2020 ◽

Vol 62 (4) ◽

pp. 1969-1987

Author(s):

Xu Tian ◽

Jie Li

Keyword(s):

Shape Optimization ◽

Evolutionary Algorithm ◽

Surrogate Model ◽

Aerodynamic Shape Optimization ◽

Aerodynamic Shape ◽

Multi Objective

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Multi-Objective Aerodynamic Shape Optimization of High Speed Train Nose Using Adaptive Surrogate Model

28th AIAA Applied Aerodynamics Conference ◽

10.2514/6.2010-4383 ◽

2010 ◽

Author(s):

V V Sunil Vytla ◽

P. Huang ◽

Ravi Penmetsa

Keyword(s):

Shape Optimization ◽

Surrogate Model ◽

High Speed Train ◽

Aerodynamic Shape Optimization ◽

Aerodynamic Shape ◽

Multi Objective

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CAD-based Aerodynamic Shape Optimization Using Geometry Surrogate Model And Adjoint Methods

17th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference ◽

10.2514/6.2016-3831 ◽

2016 ◽

Author(s):

Kamil Bobrowski ◽

Holger Barnewitz ◽

Esteban Ferrer ◽

Eusebio Valero

Keyword(s):

Shape Optimization ◽

Surrogate Model ◽

Aerodynamic Shape Optimization ◽

Adjoint Methods ◽

Aerodynamic Shape

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Multi-fidelity deep neural network surrogate model for aerodynamic shape optimization

Computer Methods in Applied Mechanics and Engineering ◽

10.1016/j.cma.2020.113485 ◽

2021 ◽

Vol 373 ◽

pp. 113485

Author(s):

Xinshuai Zhang ◽

Fangfang Xie ◽

Tingwei Ji ◽

Zaoxu Zhu ◽

Yao Zheng

Keyword(s):

Neural Network ◽

Shape Optimization ◽

Surrogate Model ◽

Deep Neural Network ◽

Aerodynamic Shape Optimization ◽

Aerodynamic Shape

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Multi-objective aerodynamic shape optimization using MOGA coupled to advanced adaptive mesh refinement

Computers & Fluids ◽

10.1016/j.compfluid.2013.08.015 ◽

2013 ◽

Vol 88 ◽

pp. 298-312 ◽

Author(s):

Mohammad Kouhi ◽

Dong Seop Lee ◽

Gabriel Bugeda ◽

Eugenio Oñate

Keyword(s):

Shape Optimization ◽

Adaptive Mesh Refinement ◽

Mesh Refinement ◽

Adaptive Mesh ◽

Aerodynamic Shape Optimization ◽

Aerodynamic Shape ◽

Multi Objective

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Aerodynamic shape optimization of aircraft components using an advanced multi-objective evolutionary approach

Computer Methods in Applied Mechanics and Engineering ◽

10.1016/j.cma.2014.10.024 ◽

2015 ◽

Vol 285 ◽

pp. 255-290 ◽

Author(s):

Claudio Comis Da Ronco ◽

Rita Ponza ◽

Ernesto Benini

Keyword(s):

Shape Optimization ◽

Evolutionary Approach ◽

Aerodynamic Shape Optimization ◽

Aerodynamic Shape ◽

Multi Objective

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Expedited constrained multi-objective aerodynamic shape optimization by means of physics-based surrogates

Applied Mathematical Modelling ◽

10.1016/j.apm.2016.03.020 ◽

2016 ◽

Vol 40 (15-16) ◽

pp. 7204-7215 ◽

Author(s):

Slawomir Koziel ◽

Yonatan A. Tesfahunegn ◽

Leifur Leifsson

Keyword(s):

Shape Optimization ◽

Aerodynamic Shape Optimization ◽

Aerodynamic Shape ◽

Multi Objective

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Constrained Aerodynamic Shape Optimization Using an Evolutionary Algorithm with Spatially Distributed Surrogates

26th AIAA Applied Aerodynamics Conference ◽

10.2514/6.2008-6225 ◽

2008 ◽

Author(s):

Amitay Isaacs ◽

Tapabrata Ray ◽

Her Mann Tsai

Keyword(s):

Shape Optimization ◽

Evolutionary Algorithm ◽

Aerodynamic Shape Optimization ◽

Aerodynamic Shape ◽

Spatially Distributed

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Research of multi-point infill criteria based on multi-objective optimization front and its application on aerodynamic shape optimization

Advances in Mechanical Engineering ◽

10.1177/1687814017703340 ◽

2017 ◽

Vol 9 (6) ◽

pp. 168781401770334 ◽

Author(s):

Yang Ma ◽

Wei Zhou ◽

Qilong Han

Keyword(s):

Shape Optimization ◽

Multi Objective Optimization ◽

Aerodynamic Shape Optimization ◽

Aerodynamic Shape ◽

Multi Objective

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Multi-Point and Multi-Objective Aerodynamic Shape Optimization

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

10.2514/6.2002-5548 ◽

2002 ◽

Author(s):

Marian Nemec ◽

David Zingg ◽

Thomas Pulliam

Keyword(s):

Shape Optimization ◽

Aerodynamic Shape Optimization ◽

Aerodynamic Shape ◽

Multi Objective

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A novel $$\hbox {CACO}_{\mathrm{R}}$$ CACO R -SVR multi-objective optimization approach and its application in aerodynamic shape optimization of high-speed train

Soft Computing ◽

10.1007/s00500-018-3172-3 ◽

2018 ◽

Vol 23 (13) ◽

pp. 5035-5051

Author(s):

Ye Zhang ◽

Guo Wei Yang ◽

Di Long Guo ◽

Zhen Xu Sun ◽

Da Wei Chen

Keyword(s):

Shape Optimization ◽

Optimization Approach ◽

Multi Objective Optimization ◽

High Speed Train ◽

Aerodynamic Shape Optimization ◽

Aerodynamic Shape ◽

Multi Objective

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