Rare-event probability estimation with adaptive support vector regression surrogates

Published 2016 View Full Article

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Title
Rare-event probability estimation with adaptive support vector regression surrogates
Authors
Keywords
Reliability assessment, Rare events, Adaptive surrogate models, Support vector machines, Regression, Span bound approximation, Hyperparameter selection
Journal
RELIABILITY ENGINEERING & SYSTEM SAFETY
Volume 150, Issue -, Pages 210-221
Publisher
Elsevier BV
Online
2016-02-09
DOI
10.1016/j.ress.2016.01.023

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