Article ID Journal Published Year Pages File Type
4653970 European Journal of Combinatorics 2011 18 Pages PDF
Abstract

What does an Erdős-Rényi graph look like when a rare event happens? This paper answers this question when pp is fixed and nn tends to infinity by establishing a large deviation principle under an appropriate topology. The formulation and proof of the main result uses the recent development of the theory of graph limits by Lovász and coauthors and Szemerédi’s regularity lemma from graph theory. As a basic application of the general principle, we work out large deviations for the number of triangles in G(n,p)G(n,p). Surprisingly, even this simple example yields an interesting double phase transition.

Related Topics
Physical Sciences and Engineering Mathematics Discrete Mathematics and Combinatorics
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