Mathematics > Probability
[Submitted on 11 Sep 2007 (v1), last revised 25 Nov 2008 (this version, v2)]
Title:Mean-field conditions for percolation on finite graphs
View PDFAbstract: Let G_n be a sequence of finite transitive graphs with vertex degree d=d(n) and |G_n|=n. Denote by p^t(v,v) the return probability after t steps of the non-backtracking random walk on G_n. We show that if p^t(v,v) has quasi-random properties, then critical bond-percolation on G_n has a scaling window of width n^{-1/3}, as it would on a random graph.
A consequence of our theorems is that if G_n is a transitive expander family with girth at least (2/3 + eps) \log_{d-1} n, then the size of the largest component in p-bond-percolation with p={1 +O(n^{-1/3}) \over d-1} is roughly n^{2/3}. In particular, bond-percolation on the celebrated Ramanujan graph constructed by Lubotzky, Phillips and Sarnak has the above scaling window. This provides the first examples of quasi-random graphs behaving like random graphs with respect to critical bond-percolation.
Submission history
From: Asaf Nachmias [view email][v1] Tue, 11 Sep 2007 20:40:42 UTC (27 KB)
[v2] Tue, 25 Nov 2008 03:00:56 UTC (69 KB)
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