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Publications & Technical Reports

On the Practical Significance of Hypertree vs. Tree Width.

Rina Dechter, Lars Otten, and Radu Marinesu

The recently introduced notion of hypertree width has been shown to provide a broader characterization of tractable constraint and probabilistic networks than the tree width. This paper demonstrates empirically that in practice the bounding power of the tree width is still superior to the hypertree width for many benchmark instances of both probabilistic and deterministic networks.