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Title:

Efficient discretization procedure for integrating structural reliability into Bayesian networks

Document type:
Konferenzbeitrag
Author(s):
Zwirglmaier K., Straub D.
Abstract:
Structural reliability methods have limitations in near-real time applications, in which probability estimates should be updated with new information. The combination of structural reliability with discrete Bayesian networks can overcome such problems. This requires the discretization of the continuous basic random variables. We develop an efficient discretization scheme, which is based on finding an optimal discretization for the linear FORM approximation of the limit state function. Since...     »
Book / Congress title:
"17th working conference of the IFIP Working Group 7.5 on Reliability and Optimization of Structural Systems
Year:
2014
Year / month:
2014-10
Month:
Oct
Pages:
10
Language:
en
TUM Institution:
Engineering Risk Analysis Group
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