Bayesian Support Vector Regression for Reliability-Based Design Optimization

AIAA Journal ◽

10.2514/1.j060567 ◽

2021 ◽

pp. 1-17

Author(s):

Chunyan Ling ◽

Zhenzhou Lu ◽

Wenxin Zhang

Keyword(s):

Design Optimization ◽

Support Vector Regression ◽

Support Vector ◽

Reliability Based Design Optimization ◽

Reliability Based Design ◽

Bayesian Support

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Reliability-based design optimization with cooperation between support vector machine and particle swarm optimization

Engineering With Computers ◽

10.1007/s00366-011-0251-9 ◽

2012 ◽

Vol 29 (2) ◽

pp. 151-163 ◽

Author(s):

I-Tung Yang ◽

Yi-Hung Hsieh

Keyword(s):

Support Vector Machine ◽

Particle Swarm Optimization ◽

Design Optimization ◽

Particle Swarm ◽

Support Vector ◽

Reliability Based Design Optimization ◽

Swarm Optimization ◽

Reliability Based Design

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Visual support vector machine-based method for reliability-based design optimization

Civil, Architecture and Environmental Engineering, Volume 1 ◽

10.1201/9781315116259-2 ◽

2017 ◽

Author(s):

You Xie ◽

Yizhong Wu

Keyword(s):

Support Vector Machine ◽

Design Optimization ◽

Support Vector ◽

Reliability Based Design Optimization ◽

Reliability Based Design ◽

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Structural science and architecture engineering Visual support vector machine-based method for reliability-based design optimization

Civil, Architecture and Environmental Engineering ◽

10.1201/9781315226187-6 ◽

2017 ◽

pp. 30-35

Keyword(s):

Support Vector Machine ◽

Design Optimization ◽

Support Vector ◽

Reliability Based Design Optimization ◽

Reliability Based Design ◽

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Low-cost design optimization of slot antennas using Bayesian support vector regression and space mapping

2012 Loughborough Antennas & Propagation Conference (LAPC) ◽

10.1109/lapc.2012.6402988 ◽

2012 ◽

Author(s):

Slawomir Koziel ◽

Stanislav Ogurtsov ◽

J. Pieter Jacobs

Keyword(s):

Design Optimization ◽

Support Vector Regression ◽

Low Cost ◽

Space Mapping ◽

Support Vector ◽

Slot Antennas ◽

Bayesian Support

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An adaptive local range sampling method for reliability-based design optimization using support vector machine and Kriging model

Structural and Multidisciplinary Optimization ◽

10.1007/s00158-016-1641-9 ◽

2016 ◽

Vol 55 (6) ◽

pp. 2285-2304 ◽

Author(s):

Xin Liu ◽

Yizhong Wu ◽

Boxing Wang ◽

Jianwan Ding ◽

Haoxiang Jie

Keyword(s):

Support Vector Machine ◽

Design Optimization ◽

Sampling Method ◽

Kriging Model ◽

Support Vector ◽

Reliability Based Design Optimization ◽

Reliability Based Design ◽

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Reliability-based design optimization by using support vector machines

Safety and Reliability – Safe Societies in a Changing World ◽

10.1201/9781351174664-272 ◽

2018 ◽

pp. 2169-2176 ◽

Author(s):

Niclas Strömberg

Keyword(s):

Support Vector Machines ◽

Design Optimization ◽

Support Vector ◽

Reliability Based Design Optimization ◽

Reliability Based Design ◽

Vector Machines

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Reliability-based design optimization using Kriging and support vector machines

Safety, Reliability, Risk and Life-Cycle Performance of Structures and Infrastructures ◽

10.1201/b16387-477 ◽

2014 ◽

pp. 3305-3312 ◽

Author(s):

Sylvain Lacaze ◽

Samy Missoum

Keyword(s):

Support Vector Machines ◽

Design Optimization ◽

Support Vector ◽

Reliability Based Design Optimization ◽

Reliability Based Design ◽

Vector Machines

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Design Space Decomposition Using Support Vector Machines for Reliability-Based Design Optimization

11th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference ◽

10.2514/6.2006-6927 ◽

2006 ◽

Author(s):

Antonio Sanchez ◽

Samy Missoum ◽

Juan Martinez Teuscher

Keyword(s):

Support Vector Machines ◽

Design Optimization ◽

Design Space ◽

Support Vector ◽

Reliability Based Design Optimization ◽

Space Decomposition ◽

Reliability Based Design ◽

Vector Machines

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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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