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Local Computation in Hypertrees
Shafer, Glenn R. Shenoy, Prakash P.
Shafer, Glenn R.
Shenoy, Prakash P.
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Abstract
The monograph describes theory and algorithms for computation of marginals using local computation that applies to a large number of domains including probability theory, Dempster-Shafer theory of belief functions, discrete optimization, and constraint satisfaction.
Description
This is an unpublished monograph that was widely distributed (and cited). It was first written in August 1988 and subseqently revised.
Date
1991-07
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Publisher
Research Projects
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Keywords
Local computation, Bayesian networks, Dempster-Shafer belief function theory, Constraint satisfaction, Dynamic programming, Discrete optimization