DocumentCode
3156997
Title
Survivability assessment for command information system based on hierarchical junction tree
Author
He, Xinhua ; Yang, Shaomin ; Hu, Rulin
Author_Institution
Dept. of Inf. Eng., Acad. of Armored Force Eng., Beijing, China
fYear
2011
fDate
16-18 April 2011
Firstpage
2695
Lastpage
2698
Abstract
The reasoning algorithm based on hierarchical junction tree is proposed for the requirement of command information system Survivability. The Bayesian network is switched into a hierarchical junction tree structure and as a secondary structure for inference. The example shows that, HJT structure can not reduce the accuracy of reasoning, but also greatly reduce the memory requirements of large complexity Bayesian networks and improve the efficiency of reasoning.
Keywords
belief networks; inference mechanisms; information systems; tree data structures; Bayesian network; command information system; hierarchical junction tree structure; inference; reasoning algorithm; survivability assessment; Bayesian methods; Cognition; Embedded systems; Force; Inference algorithms; Information systems; Junctions; Bayesian networks; command information system; hierarchical junction tree; quantitative assessment; survivability;
fLanguage
English
Publisher
ieee
Conference_Titel
Consumer Electronics, Communications and Networks (CECNet), 2011 International Conference on
Conference_Location
XianNing
Print_ISBN
978-1-61284-458-9
Type
conf
DOI
10.1109/CECNET.2011.5768673
Filename
5768673
Link To Document