IRANIAN JOURNAL OF ELECTRICAL AND ELECTRONIC ENGINEERING
IJEEE
Engineering & Technology
http://ijeee.iust.ac.ir
18
agent2
1735-2827
1735-2827
en
jalali
1394
3
1
gregorian
2015
6
1
11
2
online
1
fulltext
en
A Study on Properties of Dempster-Shafer Theory to Probability Theory transformations
6-ArtificialIntelligence
ArtificialIntelligence
Research Paper
Research Paper
<p>In this paper, five conditions that have been proposed by Cobb and Shenoy are studied for nine different mappings from the Dempster-Shafer theory to the probability theory. After comparing these mappings, one of the considerable results indicates that none of the mappings satisfies the condition of invariance with respect to the marginalization process. In more details, the main reason for this defect is that the classic projection process in DST loses some probabilistic information. Therefore, as regards this subject, a solution is presented for solving this problem for two mappings: the pignistic probability and the normalized plausibility transformation.</p>
<p style="text-align: left;"><img alt="AWT IMAGE" src="./files/site1/images/1.png" style="width: 250px; height: 250px;" ></p>
Dempster-Shafer Theory,DST to PT Transformation,Invariance with Respect to the Marginalization Process,Pignistic Probability,Normalized Plausibility Transformation,
78
100
http://ijeee.iust.ac.ir/browse.php?a_code=A-10-1031-2&slc_lang=en&sid=1
S. A. R.
Seyedin
seyedin@um.ac.ir
180031947532846003810
180031947532846003810
Yes
Ferdowsi university of Mashhad
A.
Shahpari
al_shahpari@yahoo.com
180031947532846003811
180031947532846003811
No
Ferdowsi university of Mashhad