On hitting times for simple random walk on dense Erdös-Rényi random graphs

preprint2014arXivOpen access

Abstract

Let G(N,p)=(V,E)G(N,p)=(V,E) be an Erdös-Rényi random graph and (Xn)n∈N(X_n)_{n \in \mathbb{N}} be a simple random walk on it. We study the the order of magnitude of ∑i∈Vπihij\sum_{i \in V} π_ih_{ij} where πi=di/2∣E∣π_i=d_i / 2|E| for did_i the number of neighbors of node ii and hijh_{ij} the hitting time for (Xn)n∈N(X_n)_{n \in \mathbb{N}} between nodes ii and jj, in a regime of p=p(N)p=p(N) such that G(N,p)G(N,p) is almost surely connected as N→∞N\to\infty. Our main result is that ∑i∈Vπihij\sum_{i \in V} π_ih_{ij} is almost surely of order N(1+o(1))N(1+o(1)) as N→∞N\to \infty, which coincides with previous results in the physics literature \cite{sood}, though our techniques are based on large deviations bounds on the number of neighbors of a typical node and the number of edges in G(N,p)G(N,p) together with recent work on bounds on the spectrum of the (random) adjacency matrix of G(N,p)G(N,p).

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