Papers › Minimum stationary values of sparse random directed graphs

Minimum stationary values of sparse random directed graphs

14 Oct 2020arXiv:2010.07246links table onlyarchive 2025-07-28

Xing Shi Cai, Guillem Perarnau

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We consider the stationary distribution of the simple random walk on the directed configuration model with bounded degrees. Provided that the minimum out-degree is at least $2$, with high probability (whp) there is a unique stationary distribution. We show that the minimum positive stationary value is whp n^(-(1+C+o(1))) for some constant C ≥0 determined by the degree distribution. In particular, C is the competing combination of two factors: (1) the contribution of atypically "thin" in-neighbourhoods, controlled by subcritical branching processes; and (2) the contribution of atypically "light" trajectories, controlled by large deviation rate functions. Additionally, our proof implies that whp the hitting and the cover time are both n^(1+C+o(1)). Our results complement those of Caputo and Quattropani who showed that if the minimum in-degree is at least 2, stationary values have logarithmic fluctuations around n⁻¹.

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