Stationary distribution and cover time of sparse directed configuration models
Abstract
We consider sparse digraphs generated by the configuration model with given in-degree and out-degree sequences. We establish that with high probability the cover time is linear up to a poly-logarithmic correction. For a large class of degree sequences we determine the exponent of the logarithm and show that the cover time grows as , where is the number of vertices. The results are obtained by analysing the extremal values of the stationary distribution of the digraph. In particular, we show that the stationary distribution is uniform up to a poly-logarithmic factor, and that for a large class of degree sequences the minimal values of have the form , while the maximal values of behave as for some other exponent . In passing, we prove tight bounds on the diameter of the digraphs and show that the latter coincides with the typical distance between two vertices.
Keywords
Cite
@article{arxiv.1909.05752,
title = {Stationary distribution and cover time of sparse directed configuration models},
author = {Pietro Caputo and Matteo Quattropani},
journal= {arXiv preprint arXiv:1909.05752},
year = {2020}
}
Comments
46 pages; 3 figures