• DocumentCode
    1700060
  • Title

    The research on conflict redistribution of evidential reasoning

  • Author

    Gao, Jian ; Liang, Weitai ; Yan, Jingjing

  • Author_Institution
    Nat. Key Lab. of Sci. & Technol. on C4ISR, 28th Res. Inst. of China Electron. Technol. Group Corp., Nanjing, China
  • fYear
    2010
  • Firstpage
    5150
  • Lastpage
    5153
  • Abstract
    The evidential reasoning theory is often used to process the decision information in decision support. The evidential reasoning is qualified in dealing with uncertain information. However, its combination rules always have some limitations in processing conflict information. In order to solve the conflict problem in the combination of multi-source information, this paper analyzed the conflict solutions of different combination rules, and compared them from the standpoint about the translation of evidence conflict. Meanwhile, the paper proposed a new conflict redistribution rule. This rule is based on the proportional conflict redistribution (PCR) rule and redistributes conflict masses in the proportion of the nth power of the conflict element´s belief assignment. The simulated experimental results have proved its validity. The researches on combination rules can also be applicable to other belief-based uncertainty theories.
  • Keywords
    case-based reasoning; uncertainty handling; combination rules; conflict element belief assignment; decision support; evidential reasoning theory; multi-source information; proportional conflict redistribution rule; uncertain information; Absorption; Cognition; Equations; Fuses; Mathematical model; Presses; Uncertainty; Evident reasoning; combination rule; conflict redistribution;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation (WCICA), 2010 8th World Congress on
  • Conference_Location
    Jinan
  • Print_ISBN
    978-1-4244-6712-9
  • Type

    conf

  • DOI
    10.1109/WCICA.2010.5554921
  • Filename
    5554921