Local computation with valuations from a commutative semigroup
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Local computation with valuations from a commutative semigroup. / Lauritzen, Steffen L.; Jensen, FV.
In: Annals of Mathematics and Artificial Intelligence, Vol. 21, No. 1, 1997, p. 51-69.Research output: Contribution to journal › Journal article › Research › peer-review
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TY - JOUR
T1 - Local computation with valuations from a commutative semigroup
AU - Lauritzen, Steffen L.
AU - Jensen, FV
PY - 1997
Y1 - 1997
N2 - 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.
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.
U2 - 10.1023/A:1018953016172
DO - 10.1023/A:1018953016172
M3 - Journal article
VL - 21
SP - 51
EP - 69
JO - Annals of Mathematics and Artificial Intelligence
JF - Annals of Mathematics and Artificial Intelligence
SN - 1012-2443
IS - 1
ER -
ID: 128106998