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Document type:
Zeitschriftenaufsatz 
Author(s):
Bensi, M.T.; Der Kiureghian A.; Straub, D. 
Title:
Efficient Bayesian network modeling of systems 
Abstract:
The Bayesian network (BN) is a convenient tool for probabilistic modeling of system performance, particularly when it is of interest to update the reliability of the system or its components in light of observed information. In this paper, BN structures for modeling the performance of systems that are defined in terms of their minimum link or cut sets are investigated. Standard BN structures that define the system node as a child of its constituent components or its minimum link/cut sets lead to...    »
 
Keywords:
Bayesian network, integer optimization, max-flow min-cut theorem, minimum cut sets, minimum link sets, parallel systems, series systems, systems. 
Dewey Decimal Classification:
620 Ingenieurwissenschaften 
Journal title:
Reliability Engineering & System Safety 
Year:
2013 
Journal issue:
112 
Pages contribution:
200-2013