• DocumentCode
    232871
  • Title

    Representation method of evidence conflict based on vector measure

  • Author

    Li Jun-wei ; Hu Zhen-tao ; Zhou Lin

  • Author_Institution
    Coll. of Comput. & Inf. Eng., Henan Univ., Kaifeng, China
  • fYear
    2014
  • fDate
    28-30 July 2014
  • Firstpage
    7445
  • Lastpage
    7449
  • Abstract
    In order to measure and confirm the conflicting degree of evidence, a new improved representation method of conflicting evidence based on vector measure method is proposed. Firstly, the deficiency of the classical conflicting belief and other representative measurement methods are analyzed. Then, we use the evidence vector ideas, the difference is defined by the variance relation of evidence vector, and compare the angle cosine relation of evidence vector for the similarity between evidence. Finally, the amount of conflicting evidence is evaluated by both the difference and similarity of evidence vector. Numerous examples verify the new method overcome the deficiency of conflicting belief, and can effective measure the conflicting degree of evidence.
  • Keywords
    inference mechanisms; uncertainty handling; vectors; angle cosine relation; evidence conflict; evidence vector; representation method; representative measurement methods; variance relation; vector measure method; vector measurement; Current measurement; Dispersion; Educational institutions; Measurement uncertainty; Reliability; Vectors; Conflict Representation; Conflicting Belief; Evidence Theory; Evidential Conflict; Vector Measure;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (CCC), 2014 33rd Chinese
  • Conference_Location
    Nanjing
  • Type

    conf

  • DOI
    10.1109/ChiCC.2014.6896238
  • Filename
    6896238