A novel single-loop meta-model importance sampling with adaptive Kriging for time-dependent failure probability function-Reference-Cited by-同舟云学术

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A novel single-loop meta-model importance sampling with adaptive Kriging for time-dependent failure probability function

Published:2023-03-23 Issue:4 Volume:66 Page:
ISSN:1615-147X
Container-title:Structural and Multidisciplinary Optimization
language:en
Short-container-title:Struct Multidisc Optim

Author:

Lu Yixin,Lu Zhenzhou^ORCID

Funder

National Natural Science Foundation of China

National Science and Technology Major Project

Publisher

Springer Science and Business Media LLC

Subject

Control and Optimization,Computer Graphics and Computer-Aided Design,Computer Science Applications,Control and Systems Engineering,Software

Link

https://link.springer.com/content/pdf/10.1007/s00158-023-03523-x.pdf

Reference32 articles.

1. Au SK (2005) Reliability-based design sensitivity by efficient simulation. Comput Struct 83(14):1048–1061

2. Chaudhuri A, Kramer B, Willcox KE (2020) Information reuse for importance sampling in reliability-based design optimization. Reliab Eng Syst Saf 201:106853

3. Cheng K, Lu Z, Xiao S, Zhang X, Oladyshkin S, Nowak W (2021) Resampling method for reliability-based design optimization based on thermodynamic integration and parallel tempering. Mech Syst Signal Process 156:107630

4. Ching J, Hsieh YH (2007) Local estimation of failure probability function and its confidence interval with maximum entropy principle. Probab Eng Mech 22(1):39–49

5. Dang C, Wei P, Song J, Beer M (2021) Estimation of failure probability function under imprecise probabilities by active learning–augmented probabilistic integration. ASCE-ASME J Risk Uncertain Eng Syst, Part a: Civil Eng 7(4):04021054

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1. Meta model-based and cross entropy-based importance sampling algorithms for efficiently solving system failure probability function;Probabilistic Engineering Mechanics;2024-04

2. A new learning function for estimating time-dependent failure possibility under fuzzy uncertainty;Engineering with Computers;2023-10-10

3. Safety Lifetime Analysis Using Two-Phase Subset Simulation Combined with Kriging Model;AIAA Journal;2023-10

4. A novel training point selection strategy guided by the maximum reduction of structural state misclassification probability for time-dependent reliability analysis;Aerospace Science and Technology;2023-09

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