• DocumentCode
    3223281
  • Title

    Shedding new light on Zadeh´s criticism of Dempster´s rule of combination

  • Author

    Haenni, Rolf

  • Author_Institution
    Inst. of Comput. Sci. & Appl. Math., Univ. of Berne, Bern, Switzerland
  • Volume
    2
  • fYear
    2005
  • fDate
    25-28 July 2005
  • Abstract
    Shortly after proposing Dempster´s rule of combination as a general aggregation rule for evidence from independent sources, Zadeh formulated an annoying example for which Dempster´s rule seemed to produce counter-intuitive results. Since then, many authors have used Zadeh´s example either to criticize Demster-Shafer theory as a whole, or as a motivation for constructing alternative combination rules. This paper shows that the counter-intuition of Zadeh´s example is not a problem of Dempster´s rule, but a problem of Zadeh´s model that does not correspond to reality. Two different ways to fix the problem will be discussed, showing that Dempster´s rule of combination perfectly behaves, as one would expect.
  • Keywords
    formal logic; inference mechanisms; uncertainty handling; Dempster-Shafer theory; Zadehs criticism; combination rule; counter-intuitive result; general aggregation rule; Bayesian methods; Computer science; Mathematics; Measurement uncertainty; Belief Functions; Combining Evidence; Dempster-Shafer Theory;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Fusion, 2005 8th International Conference on
  • Print_ISBN
    0-7803-9286-8
  • Type

    conf

  • DOI
    10.1109/ICIF.2005.1591951
  • Filename
    1591951