On the interrelation between Dempster–Shafer Belief Structures and their Belief Cumulative Distribution Functions
作者:
Highlights:
•
摘要
We consider Dempster–Shafer belief structures (DSBSs) m having finitely many non-empty compact intervals as focal elements and prove several results describing the interrelation between DSBSs and their so-called Belief Cumulative Distribution Functions (BCDFs) x↦F(x)=(F̲(x),F¯(x)) induced by the corresponding belief and plausibility measures. In particular, we answer a question by Ronald R. Yager on the injectivity of the assignment m↦F.
论文关键词:Dempster–Shafer belief structure,Belief cumulative distribution function,Random set,Interval data,Probability measure
论文评审过程:Received 22 March 2013, Revised 23 May 2013, Accepted 17 July 2013, Available online 26 July 2013.
论文官网地址:https://doi.org/10.1016/j.knosys.2013.07.012