期刊文献+

一种相关证据的合成规则 被引量:10

Combination rule for dependent evidences
原文传递
导出
摘要 相关证据可视为两个独立源证据与同一相关源证据合成产生,基于这一假设,提出了合成规则的逆运算—–"去合成"规则,在此基础上提出一类相关证据的合成规则,避免了对相关源证据的重复计算.通过算例进一步验证了该方法的有效性. Dependent evidences can be viewed as the combination results of two independent evidences and the common dependent evidence.Based on this assumption,a reverse operation of combination rule,"de-combination rule",is proposed in this paper,and a combination rule for dependent evidences is also given so as to avoid the double counting of the same dependent evidence.A numerical example shows the effectiveness of the proposed rule.
出处 《控制与决策》 EI CSCD 北大核心 2011年第5期773-776,共4页 Control and Decision
基金 国家自然科学基金项目(60963011) 教育部人文社科规划项目(09YJA630055 09YJC630107) 全国教育科学"十一五"规划项目(ECA080292) 江西省自然科学基金项目(2009GZS0022)
关键词 相关证据 合成规则 证据理论 去合成规则 dependent evidence combination rule evidence theory de-combination rule
  • 相关文献

参考文献7

二级参考文献27

  • 1肖人彬,王雪.相关证据合成方法的研究[J].模式识别与人工智能,1993,6(3):227-234. 被引量:30
  • 2邵远,何发昌,罗志增.多传感器信息融合浅析[J].电子学报,1994,22(5):73-79. 被引量:28
  • 3刘靖明,韩丽川,侯立文.基于粒子群的K均值聚类算法[J].系统工程理论与实践,2005,25(6):54-58. 被引量:122
  • 4Yager R Y, Fedrizzi M, Kacprzyk J. Advances in the Dempster-Shafer Theory of Evidence[M]. New York: Wiley, 1994. 534--554.
  • 5Smets P. The combination of evidence in the transferable belief model[J]. IEEE Transactions on Pattern Analysis and Machine Intelligebce, 1990, 12(5): 447--458.
  • 6Beynon M, Curry B, Morgan P. The Dempster-Shafer theory of evidence: An alternative approach to multicriteria decision modeling[J]. Omega (The International Journal of Management Science), 2000, (28) : 37--50.
  • 7Voorbraak F. On the justification of dempster's rule of combination[J]. Artificial Intelligence, 1991, (48): 171--197.
  • 8Shafer G. A Mathematical Theory of Evidence[M]. Princeton, New Jersey: Princeton University Press, 1976. 35--57.
  • 9Shavlik Jude W. A Framework for Combining Symbolic and Neural Learning[R]. 1123, Computer Science Department, University of Wisconsin-Madison, 1992.
  • 10Goldberg D E. Genetic Algorithms in Search Optimization and Machine Learning[R]. MA: Addison-Wesley, Reading, 1989.

共引文献77

同被引文献162

引证文献10

二级引证文献201

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