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Fast algorithms for Dempster-Shafer theory

  • Robert Kennes
  • Philippe Smets
1. Mathematical Theory Of Evidence
Part of the Lecture Notes in Computer Science book series (LNCS, volume 521)

Abstract

The runtime of the usual algorithms computing the transformation of a basic belief assignment into its associated belief function and conversely is an exponential function of the cardinality of (the domain of) the basic belief assignment. In this paper, new algorithms with a polynomial runtime are presented. These algorithms appear to be optimal in the class of the so-called M-algorithms.

Keywords

Dempster-Shafer theory Möbius transformation graph computational efficiency 

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Copyright information

© Springer-Verlag Berlin Heidelberg 1991

Authors and Affiliations

  • Robert Kennes
    • 1
  • Philippe Smets
    • 1
  1. 1.IRIDIAUniversité Libre de BruxellesBrusselsBelgium

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