Enabling large-scale multidisciplinary design optimization through adjoint sensitivity analysis

Structural and Multidisciplinary Optimization ◽

10.1007/s00158-021-03067-y ◽

2021 ◽

Author(s):

Joaquim R. R. A. Martins ◽

Graeme J. Kennedy

Keyword(s):

Sensitivity Analysis ◽

Design Optimization ◽

Multidisciplinary Design Optimization ◽

Large Scale ◽

Multidisciplinary Design ◽

Adjoint Sensitivity Analysis ◽

Adjoint Sensitivity

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Enabling Large-scale Multidisciplinary Design Optimization through Adjoint Sensitivity Analysis

AIAA Scitech 2019 Forum ◽

10.2514/6.2019-1702 ◽

2019 ◽

Author(s):

Joaquim R. R. A. Martins ◽

Graeme Kennedy

Keyword(s):

Sensitivity Analysis ◽

Design Optimization ◽

Multidisciplinary Design Optimization ◽

Large Scale ◽

Multidisciplinary Design ◽

Adjoint Sensitivity Analysis ◽

Adjoint Sensitivity

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Development of visual design steering as an aid in large-scale multidisciplinary design optimization. Part I: method development

Structural and Multidisciplinary Optimization ◽

10.1007/s00158-002-0203-5 ◽

2002 ◽

Vol 23 (6) ◽

pp. 412-424 ◽

Author(s):

E.H. Winer ◽

C.L. Bloebaum

Keyword(s):

Design Optimization ◽

Multidisciplinary Design Optimization ◽

Large Scale ◽

Method Development ◽

Visual Design ◽

Multidisciplinary Design

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Prediction on the static response of structures with large-scale uncertain-but-bounded parameters based on the adjoint sensitivity analysis

Structural and Multidisciplinary Optimization ◽

10.1007/s00158-019-02349-w ◽

2019 ◽

Vol 61 (1) ◽

pp. 123-139 ◽

Author(s):

Zhenxian Luo ◽

Xiaojun Wang ◽

Dongliang Liu

Keyword(s):

Sensitivity Analysis ◽

Large Scale ◽

Adjoint Sensitivity Analysis ◽

Static Response ◽

Adjoint Sensitivity

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Second-order adjoint sensitivity analysis methodology (2nd-ASAM) for computing exactly and efficiently first- and second-order sensitivities in large-scale linear systems: I. Computational methodology

Journal of Computational Physics ◽

10.1016/j.jcp.2014.12.042 ◽

2015 ◽

Vol 284 ◽

pp. 687-699 ◽

Author(s):

Dan G. Cacuci

Keyword(s):

Sensitivity Analysis ◽

Linear Systems ◽

Large Scale ◽

Second Order ◽

Adjoint Sensitivity Analysis ◽

Adjoint Sensitivity ◽

Analysis Methodology ◽

Computational Methodology

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Multidisciplinary Design-Optimization Methods for Aircrafts using Large-Scale System Theory

Systems Engineering - Theory & Practice ◽

10.1016/s1874-8651(10)60073-7 ◽

2009 ◽

Vol 29 (9) ◽

pp. 186-192 ◽

Author(s):

Tie-lin MA ◽

Dong-li MA

Keyword(s):

System Theory ◽

Design Optimization ◽

Multidisciplinary Design Optimization ◽

Large Scale ◽

Optimization Methods ◽

Multidisciplinary Design ◽

Large Scale System

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Second-order adjoint sensitivity analysis methodology (2nd-ASAM) for computing exactly and efficiently first- and second-order sensitivities in large-scale linear systems: II. Illustrative application to a paradigm particle diffusion problem

Journal of Computational Physics ◽

10.1016/j.jcp.2014.11.030 ◽

2015 ◽

Vol 284 ◽

pp. 700-717 ◽

Author(s):

Dan G. Cacuci

Keyword(s):

Sensitivity Analysis ◽

Linear Systems ◽

Large Scale ◽

Diffusion Problem ◽

Second Order ◽

Particle Diffusion ◽

Adjoint Sensitivity Analysis ◽

Adjoint Sensitivity ◽

Analysis Methodology ◽

Illustrative Application

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Design Optimization of Planar Structures Using Self-Adjoint Sensitivity Analysis

IEEE Transactions on Antennas and Propagation ◽

10.1109/tap.2012.2194684 ◽

2012 ◽

Vol 60 (6) ◽

pp. 3060-3066 ◽

Author(s):

Yifan Zhang ◽

Natalia K. Nikolova ◽

Manoj K. Meshram

Keyword(s):

Sensitivity Analysis ◽

Design Optimization ◽

Adjoint Sensitivity Analysis ◽

Adjoint Sensitivity ◽

Planar Structures

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Multidisciplinary design optimization of a small solid propellant launch vehicle using system sensitivity analysis

Structural and Multidisciplinary Optimization ◽

10.1007/s00158-008-0260-5 ◽

2008 ◽

Vol 38 (1) ◽

pp. 93-100 ◽

Author(s):

Jahangir Jodei ◽

Masoud Ebrahimi ◽

Jafar Roshanian

Keyword(s):

Sensitivity Analysis ◽

Design Optimization ◽

Multidisciplinary Design Optimization ◽

Solid Propellant ◽

Launch Vehicle ◽

Multidisciplinary Design ◽

System Sensitivity

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Study on multidisciplinary design optimization of a 2-degree-of-freedom robot based on sensitivity analysis and structural analysis

Advances in Mechanical Engineering ◽

10.1177/1687814017696656 ◽

2017 ◽

Vol 9 (4) ◽

pp. 168781401769665 ◽

Author(s):

Jing Zhang ◽

Jinzeng Liu ◽

Chengjie Wang ◽

Yang Song ◽

Bailin Li

Keyword(s):

Sensitivity Analysis ◽

Structural Analysis ◽

Design Optimization ◽

Multidisciplinary Design Optimization ◽

Degree Of Freedom ◽

Multidisciplinary Design

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Large-scale multidisciplinary design optimization—review and recommendations

AIAA Aviation 2019 Forum ◽

10.2514/6.2019-3106 ◽

2019 ◽

Author(s):

John T. Hwang ◽

Arnav V. Jain ◽

Tae H. Ha

Keyword(s):

Design Optimization ◽

Multidisciplinary Design Optimization ◽

Large Scale ◽

Multidisciplinary Design

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