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A novel learning function based on Kriging for reliability analysis · Study

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ArticleA novel learning function based on Kriging for reliability analysis

Zhenzhou Lü2020

Article2020

A novel learning function based on Kriging for reliability analysis

Zhenzhou Lü · Ruyang He · Siyu Chen

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

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Probabilistic and Robust Engineering Design Reliability and Maintenance Optimization Advanced Multi-Objective Optimization Algorithms

Abstract

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Citations in this library

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References

1996Structural Reliability Methods 2011AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation 2008Efficient Global Reliability Analysis for Nonlinear Implicit Performance Functions 2012A combined Importance Sampling and Kriging reliability method for small failure probabilities with time-demanding numerical models 2015The generalization of Latin hypercube sampling 1999A new adaptive importance sampling scheme for reliability calculations 1999A general procedure for first/second-order reliabilitymethod (FORM/SORM)2016LIF: A new Kriging based learning function and its application to structural reliability analysis

Cited by

2021AKSE: A novel adaptive Kriging method combining sampling region scheme and error-based stopping criterion for structural reliability analysis 2021A stochastic process discretization method combing active learning Kriging model for efficient time-variant reliability analysis 2022Ensemble of surrogates combining Kriging and Artificial Neural Networks for reliability analysis with local goodness measurement 2021System reliability analysis based on dependent Kriging predictions and parallel learning strategy 2022Parallel adaptive Bayesian quadrature for rare event estimation 2021Efficient structural reliability analysis based on adaptive Bayesian support vector regression 2020A combined radial basis function and adaptive sequential sampling method for structural reliability analysis 2022A novel surrogate-model based active learning method for structural reliability analysis

Details

Year2020

Typearticle

Published2020-02-13

VenueReliability Engineering & System Safety

ISSN-L0951-8320

Languageen

Citations121

Files0 public / 0

ShelfProbabilistic and Robust Engineering Design

Identifiers

doi10.1016/j.ress.2020.106857

openalex_workW3005874793

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