Published August 19, 2024 | Version v1
Journal article

(ω1,ω2)-temporal random hyperbolic graphs

  • 1. Department of Electrical Engineering, Computer Engineering and Informatics, Cyprus University of Technology, 3036 Limassol, Cyprus

Description

We extend a recent model of temporal random hyperbolic graphs by allowing connections and disconnections to persist across network snapshots with different probabilities ω1 and ω2. This extension, while conceptually simple, poses analytical challenges involving the Appell F1 series. Despite these challenges, we are able to analyze key properties of the model, which include the distributions of contact and intercontact durations, as well as the expected time-aggregated degree. The incorporation of ω1 and ω2 enables more flexible tuning of the average contact and intercontact durations, and of the average time-aggregated degree, providing a finer control for exploring the effect of temporal network dynamics on dynamical processes. Overall, our results provide new insights into the analysis of temporal networks and contribute to a more general representation of real-world scenarios.

Additional details

Identifiers

DOI
10.1103/PhysRevE.110.024309;
arXiv
arXiv:2403.17440;
Crossref Funder ID
10.13039/501100008530; 10.13039/501100018877;

Publishing Information

Journal Title
Physical Review E
Journal Volume
110
Journal Issue
2
Journal Page Range
14 pgs.
ISSN
1089-3787

Optional Information

Copyright
©2024 American Physical Society
Notes
Contact Email: Contact author: f.papadopoulos@cut.ac.cy; Record automatically processed
Funding organization
European Regional Development Fund; Research and Innovation Foundation