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
Link To Document :
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