期刊文献+

一种新的冲突衡量方式

New Method of Conflict Measurement
下载PDF
导出
摘要 冲突证据的合成问题一直是学者们的关注重点,解决冲突证据的合成问题首先要解决的就是证据冲突程度的衡量,判断证据间有无存在冲突,冲突程度有多大。但是目前对冲突证据中的"冲突"缺乏一个很好的衡量标准。针对这个难题,分析了D-S证据理论中冲突系数存在的不足,介绍了几种常用的冲突衡量方式,并提出了一种基于Pignistic转换的冲突衡量方式,最后通过算例验证,与其他方法进行对比表明这种方法的有效性。 The problem of the combination of conflict evidence has been the focus of attention of scholars.To solve the problem of the combination of conflict evidence,the first thing to be solved is to measure the degree of conflict evidence,and judge whether there is a conflict between evidence and how big the degree is.But there is a lack of a measure of conflict.Aiming at this problem,this paper analyzes the insufficiency of conflict coefficient in D-S evidence theory,introduces several common conflict measurement methods,and puts forward a kind of conflict measurement method based on Pignistic probabilistic transform.Finally,the validity of this method is verified by numerical examples and compared with other methods.The proposed method is robust and more efficient.
作者 徐孙庆 陈乐 XU Sun-qing;CHEN Le(Unit 60,No.92493 Troops of PLA,Huludao Liaoning 125000,China)
机构地区 [
出处 《装备制造技术》 2021年第5期278-281,共4页 Equipment Manufacturing Technology
关键词 D-S证据理论 证据冲突 冲突衡量 D-S evidence theory conflicting evidence conflicting measurement
  • 相关文献

参考文献7

二级参考文献91

  • 1吕海波,赵艳林,孔令伟,刘玉梅.自适应模糊神经网络在膨胀土胀缩等级分类中的应用[J].岩土力学,2006,27(6):908-912. 被引量:18
  • 2叶清,吴晓平,宋业新.基于权重系数与冲突概率重新分配的证据合成方法[J].系统工程与电子技术,2006,28(7):1014-1016. 被引量:33
  • 3郭华伟,施文康,刘清坤,邓勇.一种新的证据组合规则[J].上海交通大学学报,2006,40(11):1895-1900. 被引量:57
  • 4郭华伟,施文康,邓勇,陈智军.证据冲突:丢弃,发现或化解?[J].系统工程与电子技术,2007,29(6):890-898. 被引量:55
  • 5Dempster A P.Upper and lower probabilities induced by a multi-valued mapping[J].Annals Math Statist,1967,38(2):325 -339.
  • 6Shafer G.A Mathematical Theory of Evidence[M].Princeton University Press,1976.
  • 7Fabre S,Appriou A,Briottet X.Presentation and description of two classification methods using data fusion based on sensor management[J].Information Fusion,2001,2(1):49-71.
  • 8Denoeux T,Masson M.EVCLUS:Evidential clustering of proximity data[J].IEEE Trans Syst.Man Cyber.,Part B:Cybernetics,2004,34(1):95-109.
  • 9Yang J B,Xu D L.On the evidential reasoning algorithm for multiple attribute decision analysis under uncertainty[J].IEEE Trans Syst.Man Cyber.,Part A:System and Human,2002,32(3):289-304.
  • 10Zadeh L A.Review of Shafer' s a mathematical theory of evidence[J].Artificial Intelligent Magazine,1984,5(3):81-83.

共引文献188

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部