DocumentCode
1391145
Title
Calculating Dempster-Shafer plausibility
Author
Barnett, Jeffrey A.
Author_Institution
Northrop Res. & Technol. Center, Palos Verdes Peninsula, CA, USA
Volume
13
Issue
6
fYear
1991
fDate
6/1/1991 12:00:00 AM
Firstpage
599
Lastpage
602
Abstract
A sufficient condition for the equality of the plausibility and commonality measures of the Dempster-Shafer belief calculus is developed. When the condition is met, an efficient method to calculate relative plausibility is available. In particular, the method can be used to calculate the relative plausibility of atomic hypotheses and, therefore, it can be used to find the choice that maximizes this measure. The computation is efficient enough to make Dempster-Shafer practical in some domains where computational complexity would otherwise discourage its use
Keywords
calculus; decision theory; inference mechanisms; probability; Dempster-Shafer; belief calculus; choice; decision theory; equality; plausibility; plausible reasoning; probability; sufficient condition; Atomic measurements; Books; Calculus; Computational complexity; Decision making; Distribution functions; Particle measurements; Robustness; Sufficient conditions;
fLanguage
English
Journal_Title
Pattern Analysis and Machine Intelligence, IEEE Transactions on
Publisher
ieee
ISSN
0162-8828
Type
jour
DOI
10.1109/34.87345
Filename
87345
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