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A support vector density-based importance sampling for reliability assessment · Study

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ArticleA support vector density-based importance sampling for reliability assessment

Hongzhe Dai2012

Article2012

A support vector density-based importance sampling for reliability assessment

Hongzhe Dai · Hao Zhang · Wei Wang

59 citations·0/0 files stored·Reliability Engineering & System Safety

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Probabilistic and Robust Engineering Design Geotechnical Engineering and Analysis Markov Chains and Monte Carlo Methods

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References

2017Structural Reliability Analysis and Prediction 2016Simulation and the Monte Carlo Method 1981Simulation and the Monte Carlo Method 1991Optimization algorithms for structural reliability 1999A new adaptive importance sampling scheme for reliability calculations 1997Response surface method using vector projected sampling points 2010An efficient response surface method using moving least squares approximation for structural reliability analysis 1990General multi-dimensional probability integration by directional simulation

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2020An efficient method based on AK-MCS for estimating failure probability function 2020A novel active learning reliability method combining adaptive Kriging and spherical decomposition-MCS (AK-SDMCS) for small failure probabilities 2014An Adaptive Wavelet Frame Neural Network Method for Efficient Reliability Analysis 2015An adaptive reliability method combining relevance vector machine and importance sampling 2013Structural reliability analysis and reliability-based design optimization: Recent advances

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Year2012

Typearticle

Published2012-06-27

VenueReliability Engineering & System Safety

ISSN-L0951-8320

Languageen

Citations59

Files0 public / 0

ShelfProbabilistic and Robust Engineering Design

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doi10.1016/j.ress.2012.04.011

openalex_workW2075017033

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2015An efficient method for generation of uniform support vector and its application in structural failure function fitting

2022High-Dimensional Reliability Analysis with Error-Guided Active-Learning Probabilistic Support Vector Machine: Application to Wind-Reliability Analysis of Transmission Towers

2014Wavelet density-based adaptive importance sampling method