A Reduced Algorithm for the Dempster-Shafer Theory of Evidence

被引：0
|
作者：
Luan, Cuiju [1 ]
Wang, Xiaofeng [1 ]
Zhang, Hengzhen [1 ]
Jin, Shishuang [1 ]
机构：
[1] Shanghai Maritime Univ, Coll Informat Engn, Shanghai 201306, Peoples R China
来源：
BEYOND EXPERIENCE IN RISK ANALYSIS AND CRISIS RESPONSE | 2011年 / 16卷
关键词：
D-S theory; reduced model; reduced algorithm; combining evidences;
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：
The Dempster-Shafer theory of evidence is good at dealing with uncertainty problem. But one of the main obstacles for the use of this theory is the computational complexity. This paper proposes a reduced algorithm for the implementation of the Dempster-Shafer theory in a reduced model applied in many practical applications. The algorithm is computationally efficient and easy to understand. The reduced algorithm is used to evaluate the marine oil spill accident threaten degree and presented as an example in the end.
引用
收藏
页码：306 / 310
页数：5
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