Novel efficient method for structural reliability analysis using hybrid nonlinear conjugate map-based support vector regression

Reliability Analysis ◽

Efficient Method ◽

Structural Reliability ◽

Support Vector ◽

Efficient structural reliability analysis based on adaptive Bayesian support vector regression

Computer Methods in Applied Mechanics and Engineering ◽

10.1016/j.cma.2021.114172 ◽

2021 ◽

Vol 387 ◽

pp. 114172

Author(s):

Jinsheng Wang ◽

Chenfeng Li ◽

Guoji Xu ◽

Yongle Li ◽

Ahsan Kareem

Keyword(s):

Reliability Analysis ◽

Structural Reliability ◽

Support Vector ◽

Structural Reliability Analysis ◽

Bayesian Support

Adaptive Bayesian support vector regression model for structural reliability analysis

Reliability Engineering & System Safety ◽

10.1016/j.ress.2020.107286 ◽

2021 ◽

Vol 206 ◽

pp. 107286

Author(s):

Kai Cheng ◽

Zhenzhou Lu

Keyword(s):

Regression Model ◽

Reliability Analysis ◽

Structural Reliability ◽

Support Vector ◽

Support Vector Regression Model ◽

Structural Reliability Analysis ◽

Bayesian Support

Support vector regression based metamodeling for structural reliability analysis

Probabilistic Engineering Mechanics ◽

10.1016/j.probengmech.2018.11.001 ◽

2019 ◽

Vol 55 ◽

pp. 78-89 ◽

Cited By ~ 23

Author(s):

Atin Roy ◽

Ramkrishna Manna ◽

Subrata Chakraborty

Keyword(s):

Reliability Analysis ◽

Structural Reliability ◽

Support Vector ◽

Least square support vector machine for structural reliability analysis

International Journal of Computer Applications in Technology ◽

10.1504/ijcat.2016.073610 ◽

2016 ◽

Vol 53 (1) ◽

pp. 51 ◽

Cited By ~ 3

Author(s):

Changxing Zhu ◽

Hongbo Zhao

Keyword(s):

Support Vector Machine ◽

Reliability Analysis ◽

Structural Reliability ◽

Least Square ◽

Support Vector ◽

Structural reliability analysis of multiple limit state functions using multi-input multi-output support vector machine

Advances in Mechanical Engineering ◽

10.1177/1687814016671447 ◽

2016 ◽

Vol 8 (10) ◽

pp. 168781401667144 ◽

Cited By ~ 11

Author(s):

Hong-Shuang Li ◽

An-Long Zhao ◽

Kong Fah Tee

Keyword(s):

Support Vector Machine ◽

Reliability Analysis ◽

Structural Reliability ◽

Limit State ◽

Support Vector ◽

Structural Reliability Analysis ◽

State Functions

Support vector machine for structural reliability analysis

Applied Mathematics and Mechanics ◽

10.1007/s10483-006-1001-z ◽

2006 ◽

Vol 27 (10) ◽

pp. 1295-1303 ◽

Cited By ~ 50

Author(s):

Hong-shuang Li ◽

Zhen-zhou Lü ◽

Zhu-feng Yue

Keyword(s):

Support Vector Machine ◽

Reliability Analysis ◽

Structural Reliability ◽

Support Vector ◽

An Efficient Method for Structural Reliability Analysis Using Evidence Theory

2014 IEEE 17th International Conference on Computational Science and Engineering ◽

10.1109/cse.2014.58 ◽

2014 ◽

Cited By ~ 1

Author(s):

Mi Xiao ◽

Haihong Xiong ◽

Liang Gao ◽

Qiangzhuang Yao

Keyword(s):

Reliability Analysis ◽

Efficient Method ◽

Structural Reliability ◽

Evidence Theory ◽

A study of all quadrants initial points setting method for design points search using RF algorithm (An efficient method of structural reliability analysis based on a multiple importance sampling simulation)

Transactions of the JSME (in Japanese) ◽

10.1299/transjsme.17-00172 ◽

2018 ◽

Vol 84 (857) ◽

pp. 17-00172-17-00172

Author(s):

Shoya OKUDA ◽

Masaaki YONEZAWA

Keyword(s):

Reliability Analysis ◽

Importance Sampling ◽

Efficient Method ◽

Structural Reliability ◽

Multiple Importance Sampling ◽

An efficient method for reliability analysis under epistemic uncertainty based on evidence theory and support vector regression

Journal of Engineering Design ◽

10.1080/09544828.2015.1057557 ◽

2015 ◽

Vol 26 (10-12) ◽

pp. 340-364 ◽

Cited By ~ 21

Author(s):

Mi Xiao ◽

Liang Gao ◽

Haihong Xiong ◽

Zhen Luo

Keyword(s):

Reliability Analysis ◽

Efficient Method ◽

Epistemic Uncertainty ◽

Evidence Theory ◽

Support Vector

Structural reliability analysis-based on support vector machine

World Forum on Smart Materials and Smart Structures Technology ◽

10.1201/9781439828441.ch283 ◽

2008 ◽

Author(s):

A Masuda ◽

F Yuan ◽

T Yokoi ◽

Y Cao ◽

M Noori

Keyword(s):

Support Vector Machine ◽

Reliability Analysis ◽

Structural Reliability ◽

Support Vector ◽