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
Link To Document :
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