The contact process on scale-free geometric random graphs

We study the contact process on a class of geometric random graphs with scale-free degree distribution, defined on a Poisson point process on Rd. This class includes the age-dependent random connection model and the soft Boolean model. In the ultrasmall regime of these random graphs we provide exact...

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Veröffentlicht in:Stochastic processes and their applications 2024-07, Vol.173, p.104360, Article 104360
Hauptverfasser: Gracar, Peter, Grauer, Arne
Format: Artikel
Sprache:eng
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Zusammenfassung:We study the contact process on a class of geometric random graphs with scale-free degree distribution, defined on a Poisson point process on Rd. This class includes the age-dependent random connection model and the soft Boolean model. In the ultrasmall regime of these random graphs we provide exact asymptotics for the non-extinction probability when the rate of infection spread is small and show for a finite version of these graphs that the extinction time is of exponential order in the size of the graph.
ISSN:0304-4149
1879-209X
DOI:10.1016/j.spa.2024.104360