Filtered importance sampling with support vector margin: A powerful method for structural reliability analysis

Approximate Importance Sampling Approach Based on DSmT in Structural Reliability Analysis

Design, Construction, Rehabilitation, and Maintenance of Bridges ◽

10.1061/47630(409)6 ◽

2011 ◽

Author(s):

Donghua Chen ◽

Bohai Ji

Keyword(s):

Reliability Analysis ◽

Importance Sampling ◽

Structural Reliability ◽

Sampling Approach

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 ◽

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 adaptive directional importance sampling method for structural reliability analysis

Structural Safety ◽

10.1016/j.strusafe.2017.07.006 ◽

2018 ◽

Vol 70 ◽

pp. 14-20 ◽

Cited By ~ 15

Author(s):

Mohsen Ali Shayanfar ◽

Mohammad Ali Barkhordari ◽

Moien Barkhori ◽

Mohammad Barkhori

Keyword(s):

Reliability Analysis ◽

Importance Sampling ◽

Structural Reliability ◽

Sampling Method ◽

Importance Sampling Method

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 ◽

Observations on applications of importance sampling in structural reliability analysis

Structural Safety ◽

10.1016/0167-4730(91)90049-f ◽

1991 ◽

Vol 9 (4) ◽

pp. 269-281 ◽

Cited By ~ 52

Author(s):

Yaacob Ibrahim

Keyword(s):

Reliability Analysis ◽

Importance Sampling ◽

Structural Reliability ◽

Efficient structural reliability analysis by using a PGD model in an adaptive importance sampling schema

Advanced Modeling and Simulation in Engineering Sciences ◽

10.1186/s40323-020-00168-z ◽

2020 ◽

Vol 7 (1) ◽

Author(s):

Annika Robens-Radermacher ◽

Jörg F. Unger

Keyword(s):

Reliability Analysis ◽

Importance Sampling ◽

Structural Reliability ◽

Adaptive Importance Sampling ◽

Proceedings of the 2018 International Conference on Advanced Control, Automation and Artificial Intelligence (ACAAI 2018) ◽

A Hybrid Algorithm Combining Kriging Model and Importance Sampling for Structural Reliability Analysis

10.2991/acaai-18.2018.48 ◽

2018 ◽

Cited By ~ 1

Author(s):

Juan Wang ◽

Yizhong Ma

Keyword(s):

Reliability Analysis ◽

Importance Sampling ◽

Hybrid Algorithm ◽

Structural Reliability ◽

Kriging Model ◽

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):

Support Vector Regression ◽

Reliability Analysis ◽

Structural Reliability ◽

Support Vector ◽

Bayesian Support