Expansion properties of random Cayley graphs and vertex transitive graphs via matrix martingales |
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Authors: | Demetres Christofides Klas Markström |
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Affiliation: | 1. Department of Pure Mathematics and Mathematical Statistics, Centre for Mathematical Sciences, Cambridge CB3 0WB, UK;2. Department of Mathematics and Mathematical Statistics, Ume? Universitet SE‐901 87, Ume?, Sweden |
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Abstract: | The Alon–Roichman theorem states that for every ε> 0 there is a constant c(ε), such that the Cayley graph of a finite group G with respect to c(ε)log ∣G∣ elements of G, chosen independently and uniformly at random, has expected second largest eigenvalue less than ε. In particular, such a graph is an expander with high probability. Landau and Russell, and independently Loh and Schulman, improved the bounds of the theorem. Following Landau and Russell we give a new proof of the result, improving the bounds even further. When considered for a general group G, our bounds are in a sense best possible. We also give a generalization of the Alon–Roichman theorem to random coset graphs. Our proof uses a Hoeffding‐type result for operator valued random variables, which we believe can be of independent interest. © 2007 Wiley Periodicals, Inc. Random Struct. Alg., 2008 |
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Keywords: | expanders Cayley graphs concentration inequalities |
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