• DocumentCode
    1391145
  • Title

    Calculating Dempster-Shafer plausibility

  • Author

    Barnett, Jeffrey A.

  • Author_Institution
    Northrop Res. & Technol. Center, Palos Verdes Peninsula, CA, USA
  • Volume
    13
  • Issue
    6
  • fYear
    1991
  • fDate
    6/1/1991 12:00:00 AM
  • Firstpage
    599
  • Lastpage
    602
  • Abstract
    A sufficient condition for the equality of the plausibility and commonality measures of the Dempster-Shafer belief calculus is developed. When the condition is met, an efficient method to calculate relative plausibility is available. In particular, the method can be used to calculate the relative plausibility of atomic hypotheses and, therefore, it can be used to find the choice that maximizes this measure. The computation is efficient enough to make Dempster-Shafer practical in some domains where computational complexity would otherwise discourage its use
  • Keywords
    calculus; decision theory; inference mechanisms; probability; Dempster-Shafer; belief calculus; choice; decision theory; equality; plausibility; plausible reasoning; probability; sufficient condition; Atomic measurements; Books; Calculus; Computational complexity; Decision making; Distribution functions; Particle measurements; Robustness; Sufficient conditions;
  • fLanguage
    English
  • Journal_Title
    Pattern Analysis and Machine Intelligence, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0162-8828
  • Type

    jour

  • DOI
    10.1109/34.87345
  • Filename
    87345