THE CONTACT PROCESS ON RANDOM HYPERBOLIC GRAPHS: METASTABILITY AND CRITICAL EXPONENTS

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TitreTHE CONTACT PROCESS ON RANDOM HYPERBOLIC GRAPHS: METASTABILITY AND CRITICAL EXPONENTS
Type de publicationJournal Article
Year of Publication2021
AuteursLinker A, Mitsche D, Schapira B, Valesin D
JournalANNALS OF PROBABILITY
Volume49
Pagination1480-1514
Date PublishedMAY
Type of ArticleArticle
ISSN0091-1798
Mots-clésContact process, random hyperbolic graphs
Résumé

We consider the contact process on the model of hyperbolic random graph, in the regime when the degree distribution obeys a power law with exponent x is an element of(1, 2) (so that the degree distribution has finite mean and infinite second moment). We show that the probability of nonextinction as the rate of infection goes to zero decays as a power law with an exponent that only depends on. and which is the same as in the configuration model, suggesting some universality of this critical exponent. We also consider finite versions of the hyperbolic graph and prove metastability results, as the size of the graph goes to infinity.

DOI10.1214/20-AOP1489