Cargando…

Diameter in ultra‐small scale‐free random graphs

It is well known that many random graphs with infinite variance degrees are ultra‐small. More precisely, for configuration models and preferential attachment models where the proportion of vertices of degree at least k is approximately k (−(τ − 1)) with τ ∈ (2,3), typical distances between pairs of...

Descripción completa

Detalles Bibliográficos
Autores principales: Caravenna, Francesco, Garavaglia, Alessandro, van der Hofstad, Remco
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6446946/
https://www.ncbi.nlm.nih.gov/pubmed/30983844
http://dx.doi.org/10.1002/rsa.20798
Descripción
Sumario:It is well known that many random graphs with infinite variance degrees are ultra‐small. More precisely, for configuration models and preferential attachment models where the proportion of vertices of degree at least k is approximately k (−(τ − 1)) with τ ∈ (2,3), typical distances between pairs of vertices in a graph of size n are asymptotic to [Formula: see text] and [Formula: see text] , respectively. In this paper, we investigate the behavior of the diameter in such models. We show that the diameter is of order [Formula: see text] precisely when the minimal forward degree d (fwd) of vertices is at least 2. We identify the exact constant, which equals that of the typical distances plus [Formula: see text]. Interestingly, the proof for both models follows identical steps, even though the models are quite different in nature.