• DocumentCode
    547321
  • Title

    A new combination rule of D-S theory

  • Author

    Chen, Meng ; Xia, Xin

  • Author_Institution
    Dept. of Comput., NanChang Univ., Nanchang, China
  • Volume
    3
  • fYear
    2011
  • fDate
    10-12 June 2011
  • Firstpage
    202
  • Lastpage
    205
  • Abstract
    Many scholars present improved methods for the insufficiencies in D-S evidence theory when dealing with the conflicting evidences. A new modified combination rule is presented to mend the disadvantages of the D-S combination rules. This rule results combine two results of the D-S combination rule and the average probability, the the ratio of two results is distributed by conflict extend. The higher the conflict, the lower the proportion of D-S combination result. Experiments show the new combination rule overcomes the insufficiencies, results are better.
  • Keywords
    combinatorial mathematics; inference mechanisms; probability; D-S combination rules; D-S evidence theory; D-S theory; average probability; conflicting evidences; modified combination rule; Convergence; Decision making; Manganese; Mobile agents; Probability; Sun; D-S evidence theory; combination rule; data fusion; evidence conflict; modified fusion rules;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science and Automation Engineering (CSAE), 2011 IEEE International Conference on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-4244-8727-1
  • Type

    conf

  • DOI
    10.1109/CSAE.2011.5952664
  • Filename
    5952664