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Document type:
Zeitschriftenaufsatz 
Author(s):
Straub, D.; Der Kiureghian, A. 
Title:
Bayesian Network Enhanced with Structural Reliability Methods. Part A: Theory 
Abstract:
We combine Bayesian networks (BNs) and structural reliability methods (SRMs) to create a new computational framework, termed enhanced BN (eBN), for reliability and risk analysis of engineering structures and infrastructure. BNs are efficient in representing and evaluating complex probabilistic dependence structures, as present in infrastructure and structural systems, and they facilitate Bayesian updating of the model when new information becomes available. On the other hand, SRMs enable accurat...    »
 
Congress / additional information:
Trans. ASCE 
Journal title:
Journal of Engineering Mechanics 
Year:
2010 
Journal volume:
136 
Journal issue:
10 
Pages contribution:
1248-1258 
Reviewed:
ja 
Language:
en 
Print-ISSN:
0733-9399 
Status:
Erstveröffentlichung 
Format:
Text