Reusing Information for Multifidelity Active Learning in Reliability-Based Design Optimization

AIAA Scitech 2019 Forum ◽

10.2514/6.2019-1222 ◽

2019 ◽

Author(s):

Anirban Chaudhuri ◽

Alexandre N. Marques ◽

Rémi Lam ◽

Karen E. Willcox

Keyword(s):

Active Learning ◽

Design Optimization ◽

Reliability Based Design Optimization ◽

Reliability Based Design

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An active learning Kriging-assisted method for reliability-based design optimization under distributional probability-box model

Structural and Multidisciplinary Optimization ◽

10.1007/s00158-020-02604-5 ◽

2020 ◽

Vol 62 (5) ◽

pp. 2341-2356

Author(s):

Jinhao Zhang ◽

Liang Gao ◽

Mi Xiao ◽

Soobum Lee ◽

Amin Toghi Eshghi

Keyword(s):

Active Learning ◽

Design Optimization ◽

Box Model ◽

Reliability Based Design Optimization ◽

Reliability Based Design

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Sampling-based system reliability-based design optimization using composite active learning Kriging

Computers & Structures ◽

10.1016/j.compstruc.2020.106321 ◽

2020 ◽

Vol 239 ◽

pp. 106321

Author(s):

Jinhao Zhang ◽

Mi Xiao ◽

Peigen Li ◽

Liang Gao

Keyword(s):

Active Learning ◽

Design Optimization ◽

System Reliability ◽

Reliability Based Design Optimization ◽

Reliability Based Design

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A system active learning Kriging method for system reliability-based design optimization with a multiple response model

Reliability Engineering & System Safety ◽

10.1016/j.ress.2020.106935 ◽

2020 ◽

Vol 199 ◽

pp. 106935 ◽

Author(s):

Mi Xiao ◽

Jinhao Zhang ◽

Liang Gao

Keyword(s):

Active Learning ◽

Design Optimization ◽

System Reliability ◽

Multiple Response ◽

Response Model ◽

Kriging Method ◽

Reliability Based Design Optimization ◽

Reliability Based Design

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An active learning method combining Kriging and accelerated chaotic single loop approach (AK-ACSLA) for reliability-based design optimization

Computer Methods in Applied Mechanics and Engineering ◽

10.1016/j.cma.2019.112570 ◽

2019 ◽

Vol 357 ◽

pp. 112570 ◽

Author(s):

Zeng Meng ◽

Zhuohui Zhang ◽

Dequan Zhang ◽

Dixiong Yang

Keyword(s):

Active Learning ◽

Design Optimization ◽

Learning Method ◽

Reliability Based Design Optimization ◽

Single Loop ◽

Reliability Based Design ◽

Active Learning Method

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A robust method for the reliability-based design optimization of shape memory alloy actuator

Mechanics Based Design of Structures and Machines ◽

10.1080/15397734.2021.1873803 ◽

2021 ◽

pp. 1-19

Author(s):

Ahmed Yaich ◽

Fatma Abid ◽

Tarek Merzouki ◽

Abdelkhalak El Hami ◽

Lassaad Walha ◽

...

Keyword(s):

Shape Memory Alloy ◽

Shape Memory ◽

Design Optimization ◽

Robust Method ◽

Reliability Based Design Optimization ◽

Shape Memory Alloy Actuator ◽

Reliability Based Design

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Reliability-based design optimization of a spar-type floating offshore wind turbine support structure

Reliability Engineering & System Safety ◽

10.1016/j.ress.2021.107666 ◽

2021 ◽

pp. 107666

Author(s):

Mareike Leimeister ◽

Athanasios Kolios

Keyword(s):

Wind Turbine ◽

Design Optimization ◽

Offshore Wind ◽

Offshore Wind Turbine ◽

Reliability Based Design Optimization ◽

Support Structure ◽

Floating Offshore Wind Turbine ◽

Reliability Based Design

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Spacecraft Reliability-Based Design Optimization Under Uncertainty Including Discrete Variables

Journal of Spacecraft and Rockets ◽

10.2514/1.28827 ◽

2008 ◽

Vol 45 (2) ◽

pp. 394-405 ◽

Author(s):

Rania Hassan ◽

William Crossley

Keyword(s):

Design Optimization ◽

Optimization Under Uncertainty ◽

Discrete Variables ◽

Reliability Based Design Optimization ◽

Reliability Based Design

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Efficient method using Whale Optimization Algorithm for reliability-based design optimization of labyrinth spillway

Applied Soft Computing ◽

10.1016/j.asoc.2020.107036 ◽

2021 ◽

Vol 101 ◽

pp. 107036

Author(s):

Jafar Jafari-Asl ◽

Mohamed El Amine Ben Seghier ◽

Sima Ohadi ◽

Pieter van Gelder

Keyword(s):

Design Optimization ◽

Efficient Method ◽

Optimization Algorithm ◽

Whale Optimization Algorithm ◽

Reliability Based Design Optimization ◽

Reliability Based Design ◽

Whale Optimization

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Reliability-Based Design Optimization—A Hybrid PCFE-Based Approach

Lecture Notes in Civil Engineering - Recent Advances in Structural Engineering, Volume 1 ◽

10.1007/978-981-13-0362-3_33 ◽

2018 ◽

pp. 419-430

Author(s):

Souvik Chakraborty ◽

Rajib Chowdhury

Keyword(s):

Design Optimization ◽

Reliability Based Design Optimization ◽

Reliability Based Design

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A data-driven approach to non-parametric reliability-based design optimization of structures with uncertain load

Structural and Multidisciplinary Optimization ◽

10.1007/s00158-019-02199-6 ◽

2019 ◽

Vol 60 (1) ◽

pp. 83-97 ◽

Author(s):

Yoshihiro Kanno

Keyword(s):

Design Optimization ◽

Data Driven ◽

Reliability Based Design Optimization ◽

Reliability Based Design ◽

Parametric Reliability ◽

Data Driven Approach ◽

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