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Dokumenttyp:
Zeitschriftenaufsatz 
Autor(en):
Straub, D.; Der Kiureghian, A. 
Titel:
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...    »
 
Kongress / Zusatzinformationen:
Trans. ASCE 
Zeitschriftentitel:
Journal of Engineering Mechanics 
Jahr:
2010 
Band / Volume:
136 
Heft / Issue:
10 
Seitenangaben Beitrag:
1248-1258 
Reviewed:
ja 
Sprache:
en 
Print-ISSN:
0733-9399 
Status:
Erstveröffentlichung 
Format:
Text