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Sequential and distributed AND/OR Branch and Bound for MPE (max-product) problems over graphical models like Bayes and Markov networks.

License: Other

Shell 0.02% C++ 56.63% C 40.71% Objective-C 2.65%

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daoopt's Issues

Fetch heuristic values in bulk

Search::heuristicOR() should fetch heuristic values for all possible value assignments at once. Needs appropriate method in Heuristic class.

Edit: Applies equally to retrieving non-heuristic function values within Search::heuristicOR()

Cache leaf nodes?

If a node is cachable but its variable a leaf in the pseudo tree, should it be cached?

Perform analysis to decide.

Incorrect assignment computation

Search maintains the "correct" cost value but returns an incorrect assignment (i.e. assignment has different cost). Tuple updates during propagation likely incorrect.

Notes:

  • propagate tuples only for nodes with non-zero value?

Examples:
-f pedigree23.uai --seed 12345 -i8
-f pedigree1.uai --seed 1811

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