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Giant components in Kronecker graphs
Authors:Paul Horn  Mary Radcliffe
Institution:1. Department of Mathematics and Computer Science, Emory University, Atlanta, Georgia;2. Department of Mathematics, University of California at San Diego, La Jolla, California
Abstract:Let \begin{align*}n\in\mathbb{N}\end{align*}equation image, 0 <α,β,γ< 1. Define the random Kronecker graph K(n,α,γ,β) to be the graph with vertex set \begin{align*}\mathbb{Z}_2^n\end{align*}equation image, where the probability that u is adjacent to v is given by pu,v u ? v γ( 1‐u )?( 1‐v )βnu ? v ‐( 1‐u )?( 1‐v ). This model has been shown to obey several useful properties of real‐world networks. We establish the asymptotic size of the giant component in the random Kronecker graph.© 2011 Wiley Periodicals, Inc. Random Struct. Alg.,2011
Keywords:network  Kronecker graph  random graphs  giant component
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