On the interrelation between Dempster–Shafer Belief Structures and their Belief Cumulative Distribution Functions

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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