On the Behavior of Dempster’s Rule of Combination and the Foundations of Dempster-Shafer Theory
Author | : Albena Tchamova |
Publisher | : Infinite Study |
Total Pages | : 6 |
Release | : 2012-04-16 |
ISBN-10 | : |
ISBN-13 | : |
Rating | : 4/5 ( Downloads) |
Download or read book On the Behavior of Dempster’s Rule of Combination and the Foundations of Dempster-Shafer Theory written by Albena Tchamova and published by Infinite Study. This book was released on 2012-04-16 with total page 6 pages. Available in PDF, EPUB and Kindle. Book excerpt: On the base of simple emblematic example we analyze and explain the inconsistent and inadequate behavior of Dempster-Shafer’s rule of combination as a valid method to combine sources of evidences. We identify the cause and the effect of the dictatorial power behavior of this rule and of its impossibility to manage the conflicts between the sources. For a comparison purpose, we present the respective solution obtained by the more efficient PCR5 fusion rule proposed originally in Dezert-Smarandache Theory framework. Finally, we identify and prove the inherent contradiction of Dempster-Shafer Theory foundations.