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Τίτλος: Dynamics of cold random hyperbolic graphs with link persistence
Συγγραφείς: Zambirinis, Sofoclis 
Hartle, Harrison 
Papadopoulos, Fragkiskos 
Major Field of Science: Natural Sciences
Λέξεις-κλειδιά: Physics - Physics and Society; Physics - Physics and Society; Physics - Statistical Mechanics; cs.SI; Mathematics - Probability
Ημερομηνία Έκδοσης: Δεκ-2022
Volume: 106
Issue: 6-1
Περιοδικό: Physical Review E 
Περίληψη: We consider and analyze a dynamic model of random hyperbolic graphs with link persistence. In the model, both connections and disconnections can be propagated from the current to the next snapshot with probability ω∈[0,1). Otherwise, with probability 1-ω, connections are reestablished according to the random hyperbolic graphs model. We show that while the persistence probability ω affects the averages of the contact and intercontact distributions, it does not affect the tails of these distributions, which decay as power laws with exponents that do not depend on ω. We also consider examples of real temporal networks, and we show that the considered model can adequately reproduce several of their dynamical properties. Our results advance our understanding of the realistic modeling of temporal networks and of the effects of link persistence on temporal network properties.
Description: 14 pages, 9 figures. Generalizes the model in arXiv:1907.00073
URI: https://hdl.handle.net/20.500.14279/28746
ISSN: 24700045
DOI: 10.1103/PhysRevE.106.064312
Type: Article
Affiliation: Cyprus University of Technology 
Northeastern University 
Publication Type: Peer Reviewed
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