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Titel:

Bayesian Network Enhanced with Structural Reliability Methods. Part A: Theory

Dokumenttyp:
Zeitschriftenaufsatz
Autor(en):
Straub, D.; Der Kiureghian, A.
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
Volltext / DOI:
doi:10.1061/(ASCE)EM.1943-7889.0000173
WWW:
Read More: http://ascelibrary.org/doi/abs/10.1061/(ASCE)EM.1943-7889.0000173
Print-ISSN:
0733-9399
Status:
Erstveröffentlichung
Format:
Text
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