Article,

Spectra of Lifted Ramanujan Graphs

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Advances in Mathematics, 227 (4): 1612--1645 (2011)
DOI: 10.1016/j.aim.2011.03.016

Abstract

A random n-lift of a base-graph G is its cover graph H on the vertices n×V(G), where for each edge uv in G there is an independent uniform bijection π, and H has all edges of the form (i,u),(π(i),v). A main motivation for studying lifts is understanding Ramanujan graphs, and namely whether typical covers of such a graph are also Ramanujan. Let G be a graph with largest eigenvalue λ1 and let ρ be the spectral radius of its universal cover. Friedman (2003) 12 proved that every “new” eigenvalue of a random lift of G is O(ρ1/2λ11/2) with high probability, and conjectured a bound of ρ+o(1), which would be tight by results of Lubotzky and Greenberg (1995) 15. Linial and Puder (2010) 17 improved Friedmanʼs bound to O(ρ2/3λ11/3). For d-regular graphs, where λ1=d and ρ=2d−1, this translates to a bound of O(d2/3), compared to the conjectured 2d−1. Here we analyze the spectrum of a random n-lift of a d-regular graph whose nontrivial eigenvalues are all at most λ in absolute value. We show that with high probability the absolute value of every nontrivial eigenvalue of the lift is O((λ∨ρ)logρ). This result is tight up to a logarithmic factor, and for λ⩽d2/3−ε it substantially improves the above upper bounds of Friedman and of Linial and Puder. In particular, it implies that a typical n-lift of a Ramanujan graph is nearly Ramanujan.

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