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We consider the general problem of finding the minimum weight b-matching onarbitrary graphs. We prove that, whenever the linear programming relaxation ofthe problem has no fractional solutions, then the cavity or belief propagationequations converge to the correct solution both for synchronous andasynchronous updating.

On the exactness of the cavity method for Weighted b-Matchings on Arbitrary Graphs and its Relation to Linear Programs