The number of graphs and a random graph with a given degree sequence
Combinatorics
2011-12-05 v3 Probability
Abstract
We consider the set of all graphs on n labeled vertices with prescribed degrees D=(d_1, ..., d_n). For a wide class of tame degree sequences D we prove a computationally efficient asymptotic formula approximating the number of graphs within a relative error which approaches 0 as n grows. As a corollary, we prove that the structure of a random graph with a given tame degree sequence D is well described by a certain maximum entropy matrix computed from D. We also establish an asymptotic formula for the number of bipartite graphs with prescribed degrees of vertices, or, equivalently, for the number of 0-1 matrices with prescribed row and column sums.
Cite
@article{arxiv.1003.0356,
title = {The number of graphs and a random graph with a given degree sequence},
author = {Alexander Barvinok and J. A. Hartigan},
journal= {arXiv preprint arXiv:1003.0356},
year = {2011}
}
Comments
52 pages, minor improvements