Cumulative distribution functions from Dempster-Shafer belief structures

被引：22
|
作者：
Yager, RR [1 ]
机构：
[1] Iona Coll, Inst Machine Intelligence, New Rochelle, NY 10801 USA
来源：
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS | 2004年 / 34卷 / 05期
关键词：
decision making; fuzzy models; knowledge representation; uncertainty;
D O I：
10.1109/TSMCB.2004.833772
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
We discuss the Dempster-Shafer belief structure. We introduce the idea of a cumulative distribution induced by a Dempster-Shafer belief structure. We call these belief-cumulative distribution (B-CDs) functions. We study the properties of these distribution functions and show that they are interval functions. We investigate the possibility of using these distribution functions as a tool for knowledge representation.
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页码：2080 / 2087
页数：8
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