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On connectivity in a general random intersection graph

Discrete Mathematics 2015-08-18 v1 Social and Information Networks Probability Physics and Society

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 Vn\mathcal{V}_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 (K1,n,K2,n,,Km,n)(K_{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 Pn\mathcal{P}_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[vAi]=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 Ki,nK_{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.

Keywords

Cite

@article{arxiv.1508.03890,
  title  = {On connectivity in a general random intersection graph},
  author = {Jun Zhao},
  journal= {arXiv preprint arXiv:1508.03890},
  year   = {2015}
}

Comments

Conference version of a full paper

R2 v1 2026-06-22T10:34:52.341Z