We propose a new deﬁnition of entropy for basic probability assignments (BPA) in the Dempster-Shafer (D-S) theory of belief functions, which is interpreted as a measure of total uncertainty in the BPA. Our deﬁnition is diﬀerent from the deﬁnitions proposed by H¨ohle, Smets, Yager, Nguyen, Dubois-Prade, Lamata-Moral, Klir-Ramer, Klir-Parviz, Pal et al., MaedaIchihashi, Harmanec-Klir, Jousselme et al., and Pouly et al. We state a list of ﬁve desired properties of entropy for D-S belief functions theory that are motivated by Shannon’s deﬁnition of entropy for probability functions together with the requirement that any deﬁnition should be consistent with the semantics of D-S belief functions theory.
Comments: 29 Pages.
[v1] 2017-01-03 06:16:44
Unique-IP document downloads: 7 times
Add your own feedback and questions here:
You are equally welcome to be positive or negative about any paper but please be polite. If you are being critical you must mention at least one specific error, otherwise your comment will be deleted as unhelpful.