Solving stochasic PERT networks exactly using hybrid Bayesian networks
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Issue Date
2006-09-16Author
Cinicioglu, Esma N.
Shenoy, Prakash P.
Publisher
Oeconomica Publishers
Format
1179548 bytes
Type
Book chapter
Metadata
Show full item recordAbstract
In this paper, we describe how a stochastic PERT network can be formulated as a Bayesian network. We approximate such PERT Bayesian network by mixtures of Gaussians hybrid Bayesian networks. Since there exists algorithms for solving mixtures of Gaussians hybrid Bayesian networks exactly, we can use these algorithms to make inferences in PERT Bayesian networks.
ISBN
80-245-1079-0Collections
Citation
Cinicioglu, E. N. and P. P. Shenoy, "Solving stochasic PERT networks exactly using hybrid Bayesian networks," in Proceedings of the 7th Workshop on Uncertainty Processing, 2006, pp. 183--197, Oeconomica Publishers.
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