|
KU ScholarWorks >
School of Business >
School of Business Articles >
Please use this identifier to cite or link to this item:
http://hdl.handle.net/1808/1081
|
|
View usage statistics
|
| Title: | Solving stochasic PERT networks exactly using hybrid Bayesian networks |
| Authors: | Cinicioglu, Esma N.
Shenoy, Prakash P. |
| Keywords: | Stochastic PERT networks
Project completion time
hybrid Bayesian networks
mixtures of Gaussians |
| Issue Date: | 16-Sep-2006 |
| Publisher: | Oeconomica Publishers |
| Extent: | 1179548 bytes |
| Type: | Book chapter |
| 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. |
| Abstract: | 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. |
| URI: | http://hdl.handle.net/1808/1081 |
| ISBN: | 80-245-1079-0 |
| Appears in Collections: | School of Business Articles
|
Files in This Item:
| File |
Description |
Size | Format |
|---|
| WUPES06.pdf | | 1151Kb | Adobe PDF | View/Open |
|
Items in KU ScholarWorks are protected by copyright, with all rights reserved, unless otherwise indicated.
|
Copyright © 2006 by the University of Kansas
