Title :
Calculating Dempster-Shafer plausibility
Author :
Barnett, Jeffrey A.
Author_Institution :
Northrop Res. & Technol. Center, Palos Verdes Peninsula, CA, USA
fDate :
6/1/1991 12:00:00 AM
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;
Journal_Title :
Pattern Analysis and Machine Intelligence, IEEE Transactions on