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 γ≥1 of the logarithm and show that the cover time grows as nlogγ(n), where n 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 π is uniform up to a poly-logarithmic factor, and that for a large class of degree sequences the minimal values of π have the form 1nlog1−γ(n), while the maximal values of π behave as 1nlog1−κ(n) for some other exponent κ∈[0,1]. 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.
Caputo, Pietro; Quattropani, Matteo. (2020). Stationary distribution and cover time of sparse directed configuration models. PROBABILITY THEORY AND RELATED FIELDS, (ISSN: 0178-8051), 178:3-4, 1011-1066. Doi: 10.1007/s00440-020-00995-6.
Stationary distribution and cover time of sparse directed configuration models
Matteo Quattropani
2020
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 γ≥1 of the logarithm and show that the cover time grows as nlogγ(n), where n 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 π is uniform up to a poly-logarithmic factor, and that for a large class of degree sequences the minimal values of π have the form 1nlog1−γ(n), while the maximal values of π behave as 1nlog1−κ(n) for some other exponent κ∈[0,1]. 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.| File | Dimensione | Formato | |
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