Local computation with valuations from a commutative semigroup

Steffen L. Lauritzen; FV Jensen

doi:10.1023/A:1018953016172

Local computation with valuations from a commutative semigroup

29 Citationer (Scopus)

Abstract

This paper studies a variant of axioms originally developed by Shafer and Shenoy (Shafer and Shenoy, 1988). It is investigated which extra assumptions are needed to perform the local computations in a HUGIN-like architecture (Jensen et al., 1990) or in the architecture of Lauritzen and Spiegelhalter (Lauritzen and Spiegelhalter, 1988). In particular it is shown that propagation of belief functions can be performed in these architectures.

Originalsprog	Engelsk
Tidsskrift	Annals of Mathematics and Artificial Intelligence
Vol/bind	21
Udgave nummer	1
Sider (fra-til)	51-69
ISSN	1012-2443
DOI	https://doi.org/10.1023/A:1018953016172
Status	Udgivet - 1997
Udgivet eksternt	Ja

Adgang til dokumentet

10.1023/A:1018953016172

Citationsformater

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AB - This paper studies a variant of axioms originally developed by Shafer and Shenoy (Shafer and Shenoy, 1988). It is investigated which extra assumptions are needed to perform the local computations in a HUGIN-like architecture (Jensen et al., 1990) or in the architecture of Lauritzen and Spiegelhalter (Lauritzen and Spiegelhalter, 1988). In particular it is shown that propagation of belief functions can be performed in these architectures.

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DO - 10.1023/A:1018953016172

M3 - Journal article

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JO - Annals of Mathematics and Artificial Intelligence

JF - Annals of Mathematics and Artificial Intelligence

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