December 2024 Increasing paths in random temporal graphs
Nicolas Broutin, Nina Kamčev, Gábor Lugosi
Author Affiliations +
Ann. Appl. Probab. 34(6): 5498-5521 (December 2024). DOI: 10.1214/24-AAP2097

Abstract

We consider random temporal graphs, a version of the classical Erdős–Rényi random graph G(n,p) where additionally, each edge has a distinct random time stamp, and connectivity is constrained to sequences of edges with increasing time stamps. We study the asymptotics for the distances in such graphs, mostly in the regime of interest where np is of order logn. We establish the first order asymptotics for the lengths of increasing paths: the lengths of the shortest and longest paths between typical vertices, the maxima of these lengths from a given vertex, as well as the maxima between any two vertices; this covers the (temporal) diameter.

Funding Statement

The second author was supported by the European Union’s Horizon 2020 research and innovation programme [MSCA GA No 101038085].
Gábor Lugosi acknowledges the support of Ayudas Fundación BBVA a Proyectos de Investigación Científica 2021 and the Spanish Ministry of Economy and Competitiveness, Grant PGC2018-101643-B-I00 and FEDER, EU.

Acknowledgments

Most of the research that lead to this paper was done during the “Adriatic Workshop on Graphs and Probability” (Hvar, 2023). The first author acknowledges the support of Institut Universitaire de France (IUF). The third author is also a member of the Department of Economics and Business, Pompeu Fabra University, and of the Barcelona Graduate School of Economics.

We would like to thank the anonymous referees for their helpful comments.

Citation

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Nicolas Broutin. Nina Kamčev. Gábor Lugosi. "Increasing paths in random temporal graphs." Ann. Appl. Probab. 34 (6) 5498 - 5521, December 2024. https://doi.org/10.1214/24-AAP2097

Information

Received: 1 April 2024; Revised: 1 June 2024; Published: December 2024
First available in Project Euclid: 15 December 2024

Digital Object Identifier: 10.1214/24-AAP2097

Subjects:
Primary: 05C12 , 05C80 , 60C05
Secondary: 05C05

Keywords: distances , random graph , temporal graph

Rights: Copyright © 2024 Institute of Mathematical Statistics

Vol.34 • No. 6 • December 2024
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