Dempster-Shafer理论是模糊集合论的一个特例

Jinping Li, Q. Yang, Bohyun Yang
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引用次数: 8

摘要

一个有趣的结论是,法官沙佛(DS)理论是模糊集理论的一个特例:DS理论股票类似形式的根本定义度量的命题,在等级会员的定义一个元素的一个模糊集,当元素在具体化地一套模糊子集的集和子集的等级会员根据DS的理论,重新定义模糊集成为DS理论。因此,在不确定性和无知研究中,当元素的等级隶属度采用DS理论的形式时,模糊集的一些有用结论在DS理论中仍然成立。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Dempster-Shafer theory is a special case of vague sets theory
An interesting conclusion is drawn that Dempster -Shafer (DS) theory is a special case of vague set theory: DS theory shares the similar form in the fundamental definition of the measure of a proposition to that in the definition of grade membership of an element in a vague set, and when the elements in a vague set are concretized to be subsets of a total set and the grade membership of the subsets are redefined according to those of DS theory, the vague set becomes DS theory. So some useful conclusions of vague sets hold true in the DS theory when the grade membership of elements take the form of those in DS theory in the research of uncertainty and ignorance.
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