The number of matchings in random graphs

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Published 11 May 2006 IOP Publishing Ltd
, , Citation Lenka Zdeborová and Marc Mézard J. Stat. Mech. (2006) P05003 DOI 10.1088/1742-5468/2006/05/P05003

1742-5468/2006/05/P05003

Abstract

We study matchings on sparse random graphs by means of the cavity method. We first show how the method reproduces several known results about maximum and perfect matchings in regular and Erdös–Rényi random graphs. Our main new result is the computation of the entropy, i.e. the leading order of the logarithm of the number of solutions, of matchings with a given size. We derive both an algorithm to compute this entropy for an arbitrary graph with a girth that diverges in the large size limit, and an analytic result for the entropy in regular and Erdös–Rényi random graph ensembles.

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