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一种新的基于证据距离的证据合成算法

翟海天 李辉 潘凯

现代电子技术2011,Vol.34Issue(15):11-14,4.
现代电子技术2011,Vol.34Issue(15):11-14,4.

一种新的基于证据距离的证据合成算法

New Evidence Composition Algorithm Based on Evidence Distance

翟海天 1李辉 1潘凯1

作者信息

  • 1. 西北工业大学电子信息学院,陕西西安 710072
  • 折叠

摘要

Abstract

Since Dempster-Shafer (DS) theory involves counter-intuitive behaviors when evidences highly conflict, a new approach of combination of weighted belief functions based on evidence distance is proposed. The new approach still uses DS combination formula, but considers the revision means which fuses the evidence source of the system. Jousselme evidence distance is revised by making use of expectation of all evidences, and then obtains the evidence weight. The basic beliability partition function of source evidence is revised through evidence weight. The numerical examples are given to illustrate the effectiveness and the good performance of the new approach in case of high conflict between evidences.

关键词

证据合成/证据距离/证据权/冲突证据

Key words

evidence composition/ evidence distance/ evidence weight/ conflict evidence

分类

信息技术与安全科学

引用本文复制引用

翟海天,李辉,潘凯..一种新的基于证据距离的证据合成算法[J].现代电子技术,2011,34(15):11-14,4.

基金项目

中国航天科技集团公司航天科技创新基金(CASC200902) (CASC200902)

西北工业大学2011年度研究生创业种子基金资助项目(Z2011113) (Z2011113)

现代电子技术

1004-373X

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