2026-04-13T06:49:38Zhttps://recercat.cat/oai/requestoai:recercat.cat:2445/188742025-12-04T20:47:37Zcom_2072_1057col_2072_478822col_2072_478917
RECERCAT
author
Boguñá, Marián
author
Pastor-Satorras, R. (Romualdo), 1967-
2011-07-07T12:54:27Z2011-07-07T12:54:27Z2003
We study a class of models of correlated random networks in which vertices are characterized by hidden variables controlling the establishment of edges between pairs of vertices. We find analytical expressions for the main topological properties of these models as a function of the distribution of hidden variables and the probability of connecting vertices. The expressions obtained are checked by means of numerical simulations in a particular example. The general model is extended to describe a practical algorithm to generate random networks with an a priori specified correlation structure. We also present an extension of the class, to map nonequilibrium growing networks to networks with hidden variables that represent the time at which each vertex was introduced in the system.
(c) American Physical Society, 2003 info:eu-repo/semantics/openAccess
Física mèdica
Física estadística
Termodinàmica
Sistemes no lineals
Medical physics
Statistical physics
Thermodynamics
Nonlinear systems
Class of correlated random networks with hidden variables
info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion