Can Evidence Be Combined in the Dempster-Shafer Theory?
Dempster's rule of combination has been the most controversial part of the Dempster-Shafer (D-S) theory. In particular, Zadeh has reached a conjecture on the noncombinability of evidence from a relational model of the D-S theory. In this paper, we will describe another relational model where D-S masses are represented as conditional granular distributions. By comparing it with Zadeh's relational model, we will show how Zadeh's conjecture on combinability does not affect the applicability of Dempster's rule in our model.
Keywords: Dempster-Shafer, Zadeh's relational model
PDF Link: /papers/87/p63-yen.pdf
AUTHOR = "John Yen
TITLE = "Can Evidence Be Combined in the Dempster-Shafer Theory?",
BOOKTITLE = "Uncertainty in Artificial Intelligence 3 Annual Conference on Uncertainty in Artificial Intelligence (UAI-87)",
PUBLISHER = "Elsevier Science",
ADDRESS = "Amsterdam, NL",
YEAR = "1987",
PAGES = "63--69"