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https://hdl.handle.net/20.500.14279/28746
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 |
Εμφανίζεται στις συλλογές: | Άρθρα/Articles |
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