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Random walks on dynamic configuration models: a trichotomy

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abstract

We consider a dynamic random graph on $n$ vertices that is obtained by starting from a random graph generated according to the configuration model with a prescribed degree sequence and at each unit of time randomly rewiring a fraction $\alpha_n$ of the edges. We are interested in the mixing time of a random walk without backtracking on this dynamic random graph in the limit as $n\to\infty$, when $\alpha_n$ is chosen such that $\lim_{n\to\infty} \alpha_n (\log n)^2 = \beta \in [0,\infty]$. In [1] we found that, under mild regularity conditions on the degree sequence, the mixing time is of order $1/\sqrt{\alpha_n}$ when $\beta=\infty$. In the present paper we investigate what happens when $\beta \in [0,\infty)$. It turns out that the mixing time is of order $\log n$, with the scaled mixing time exhibiting a one-sided cutoff when $\beta \in (0,\infty)$ and a two-sided cutoff when $\beta=0$. The occurrence of a one-sided cutoff is a rare phenomenon. In our setting it comes from a competition between the time scales of mixing on the static graph, as identified by Ben-Hamou and Salez [4], and the regeneration time of first stepping across a rewired edge.

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math.PR 1

years

2019 1

verdicts

CONDITIONAL 1

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Cutoff for random lifts of weighted graphs

math.PR · 2019-08-08 · conditional · novelty 7.0

Random walks on random n-lifts of any irreducible weighted base graph with two oriented cycles mix at time h^{-1} log n with cutoff, h the universal-cover entropy.

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  • Cutoff for random lifts of weighted graphs math.PR · 2019-08-08 · conditional · none · ref 8 · internal anchor

    Random walks on random n-lifts of any irreducible weighted base graph with two oriented cycles mix at time h^{-1} log n with cutoff, h the universal-cover entropy.