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Mathematics > Probability

Title: Geometric scale-free random graphs on mobile vertices: broadcast and percolation times

Abstract: We study the phenomenon of information propagation on mobile geometric scale-free random graphs, where vertices instantaneously pass on information to all other vertices in the same connected component. The graphs we consider are constructed on a Poisson point process of intensity $\lambda>0$, and the vertices move over time as simple Brownian motions on either $\mathbb{R}^d$ or the $d$-dimensional torus of volume $n$, while edges are randomly drawn depending on the locations of the vertices, as well as their a priori assigned marks. This includes mobile versions of the age-dependent random connection model and the soft Boolean model. We show that in the ultrasmall regime of these random graphs, information is broadcast to all vertices on a torus of volume $n$ in poly-logarithmic time and that on $\mathbb{R}^d$, the information will reach the infinite component before time $t$ with stretched exponentially high probability, for any $\lambda>0$.
Comments: 29 pages, 4 figures
Subjects: Probability (math.PR)
MSC classes: 05C80 (Primary), 82C22 (Secondary)
Cite as: arXiv:2404.15124 [math.PR]
  (or arXiv:2404.15124v1 [math.PR] for this version)

Submission history

From: Peter Gracar [view email]
[v1] Tue, 23 Apr 2024 15:26:07 GMT (154kb)

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