-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 and . This extension, while conceptually simple, poses analytical challenges involving the Appell 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 and 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
INIS
- Country of Publication
- United States
- Country of Input or Organization
- International Atomic Energy Agency (IAEA)
- Subject category
- S97: MATHEMATICAL METHODS AND COMPUTING; S71: CLASSICAL AND QUANTUM MECHANICS, GENERAL PHYSICS;
- Descriptors DEI
- CONTROL; CONTROL THEORY; DIAGRAMS; DISTRIBUTION; DYNAMICAL SYSTEMS; DYNAMICS; GRAPH THEORY; LIMIT CYCLE; MATHEMATICAL MODELS; NETWORK ANALYSIS; PROBABILITY; RANDOMNESS; REAL TIME SYSTEMS; SET THEORY; STATISTICAL MECHANICS; TUNING
- Descriptors DEC
- ATTRACTORS; INFORMATION; MATHEMATICS; MECHANICS
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