The computation of first order moments on junction trees

Details The computation of first order moments on junction trees The computation of first order moments on junction trees

2012-01-17

arxiv.org/abs/1201.3408v1

Computer Science

Artificial Intelligence

9 pages, 1 figure

Scientific paper

We review some existing methods for the computation of first order moments on junction trees using Shafer-Shenoy algorithm. First, we consider the problem of first order moments computation as vertices problem in junction trees. In this way, the problem is solved using the memory space of an order of the junction tree edge-set cardinality. After that, we consider two algorithms, Lauritzen-Nilsson algorithm, and Mau\'a et al. algorithm, which computes the first order moments as the normalization problem in junction tree, using the memory space of an order of the junction tree leaf-set cardinality.

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