Three-Way Decision Based on Belief Function

被引：2

作者：

Xue, Zhan'ao ^{[1
]}

Liu, Jie ^{[1
]}

Xue, Tianyu ^{[1
]}

Zhu, Tailong ^{[1
]}

Wang, Penghan ^{[1
]}

机构：

[1] Henan Normal Univ, Coll Comp & Informat Engn, Xinxiang 453007, Peoples R China

来源：

ROUGH SETS AND KNOWLEDGE TECHNOLOGY, RSKT 2014 | 2014年 / 8818卷

关键词：

Three-way decision; belief function; D-S theory of evidence;

D O I：

10.1007/978-3-319-11740-9_68

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In this paper, the basic knowledge of three-way decision and the D-S evidence theory are reviewed, respectively. A new model of the three-way decision is proposed, which is based on a belief function. The probability function is replaced with the belief function in the classical three-way decision model. Besides the decision rules are proposed in this model, some properties are also discussed. Meanwhile, a universe is divided into three disjoint regions by the different values of the belief functions in this model and their decision rules. Finally, a comprehensive illustration is presented to verify the effectiveness and feasibility of this model.

引用

页码：742 / 752

页数：11

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