• DocumentCode
    3241222
  • Title

    An improved credibility method based on matrix weight

  • Author

    Chen, Minkui ; Wang, Beizhan ; Shi, Liang ; Wang, Xu

  • Author_Institution
    Software Sch., Xiamen Univ., Xiamen, China
  • fYear
    2011
  • fDate
    27-29 May 2011
  • Firstpage
    453
  • Lastpage
    456
  • Abstract
    While in many fields the credibility method has obtained great successful applications, but there are still many shortcomings. This paper presents a credibility method based on matrix weights analysis, an improvement focusing on credibility method based on Euclidean distance analysis within the normal distribution. It not only solves the contradictory conclusion due to the too close numerical value between the prior probability and posterior probability, but also reduces the negative effects from non-important evidence, which better reflects the positive effect of important evidence, eliminating the defects of traditional credibility methods in these two aspects.
  • Keywords
    matrix algebra; normal distribution; uncertainty handling; credibility method; euclidean distance analysis; matrix weight; normal distribution; probability; Integrated circuits; Uncertainty; matrix weight; reliability method; uncertainty reasoning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communication Software and Networks (ICCSN), 2011 IEEE 3rd International Conference on
  • Conference_Location
    Xi´an
  • Print_ISBN
    978-1-61284-485-5
  • Type

    conf

  • DOI
    10.1109/ICCSN.2011.6014762
  • Filename
    6014762