Bayesian networks inference algorithm to implement Dempster Shafer theory in reliability analysis
نویسندگان
چکیده
منابع مشابه
Bayesian networks inference algorithm to implement Dempster Shafer theory in reliability analysis
This paper deals with the use of Bayesian networks to compute system reliability. The reliability analysis problem is described and the usual methods for quantitative reliability analysis are presented within a case study. Some drawbacks that justify the use of Bayesian networks are identified. The basic concepts of the Bayesian networks application to reliability analysis are introduced and a ...
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The initial work introducing Dempster-Shafer (D-S) theory is found in Dempster (1967) and Shafer (1976). Since its introduction the very name causes confusion, a more general term often used is belief functions (both used intermittently here). Nguyen (1978) points out, soon after its introduction, that the rudiments of D-S theory can be considered through distributions of random sets. More furt...
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ژورنال
عنوان ژورنال: Reliability Engineering & System Safety
سال: 2008
ISSN: 0951-8320
DOI: 10.1016/j.ress.2007.03.012