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On connectivity in a general random intersection graph

Published 17 Aug 2015 in cs.DM, cs.SI, math.PR, and physics.soc-ph | (1508.03890v1)

Abstract: There has been growing interest in studies of general random intersection graphs. In this paper, we consider a general random intersection graph G(n,a→,Kn→,Pn)\mathbb{G}(n,\overrightarrow{a}, \overrightarrow{K_n},P_n) defined on a set V<em>n\mathcal{V}<em>n comprising nn vertices, where a→\overrightarrow{a} is a probability vector (a1,a2,…,am)(a_1,a_2,\ldots,a_m) and Kn→\overrightarrow{K_n} is (K</em>1,n,K2,n,…,Km,n)(K</em>{1,n},K_{2,n},\ldots,K_{m,n}). This graph has been studied in the literature including a most recent work by Ya\u{g}an [arXiv:1508.02407]. Suppose there is a pool P<em>n\mathcal{P}<em>n consisting of PnP_n distinct objects. The nn vertices in Vn\mathcal{V}_n are divided into mm groups A1,A2,…,Am\mathcal{A}_1, \mathcal{A}_2, \ldots, \mathcal{A}_m. Each vertex vv is independently assigned to exactly a group according to the probability distribution with P[v∈Ai]=ai\mathbb{P}[v \in \mathcal{A}_i]= a_i, where i=1,2,…,mi=1,2,\ldots,m. Afterwards, each vertex in group Ai\mathcal{A}_i independently chooses K</em>i,nK</em>{i,n} objects uniformly at random from the object pool Pn\mathcal{P}_n. Finally, an undirected edge is drawn between two vertices in Vn\mathcal{V}_n that share at least one object. This graph model G(n,a→,Kn→,Pn)\mathbb{G}(n,\overrightarrow{a}, \overrightarrow{K_n},P_n) has applications in secure sensor networks and social networks. We investigate connectivity in this general random intersection graph G(n,a→,Kn→,Pn)\mathbb{G}(n,\overrightarrow{a}, \overrightarrow{K_n},P_n) and present a sharp zero-one law. Our result is also compared with the zero-one law established by Ya\u{g}an.

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