The DSm approach as a special case of the Dempster-Shafer theory

被引：0

作者：

Daniel, Milan ^{[1
]}

机构：

[1] Acad Sci Czech Republic, Inst Comp Sci, CZ-18207 Prague 8, Czech Republic

来源：

SYMBOLIC AND QUANTITATIVE APPROACHES TO REASONING WITH UNCERTAINTY, PROCEEDINGS | 2007年 / 4724卷

关键词：

belief functions; dempster-shafer theory; DSm theory; constraints; overlapping elements; exclusive elements; non-separable elements;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This contribution deals with a belief processing which enables managing of multiple and overlapping elements of a frame of discernment. An outline of the Dempster-Shafer theory for such cases is presented, including several types of constraints for simplification of its large computational complexity. DSmT - a new theory rapidly developing the last five years - is briefly introduced. Finally, it is shown that the DSmT is a special case of the general Dempster-Shafer approach.

引用

页码：381 / 392

页数：12

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