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dc.contributor.authorBoguñá, Mariáncat
dc.contributor.authorPastor-Satorras, R. (Romualdo), 1967-cat
dc.description.abstractWe 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.eng
dc.format.extent13 p.-
dc.publisherThe American Physical Societyeng
dc.relation.isformatofReproducció del document publicat a:
dc.relation.ispartofPhysical Review e, 2003, vol. 68, núm. 3, p. 036112-1-036112-13-
dc.rights(c) American Physical Society, 2003-
dc.sourceArticles publicats en revistes (Física de la Matèria Condensada)-
dc.subject.classificationFísica mèdicacat
dc.subject.classificationFísica estadísticacat
dc.subject.classificationSistemes no linealscat
dc.subject.otherMedical physicseng
dc.subject.otherStatistical physicseng
dc.subject.otherNonlinear systemseng
dc.titleClass of correlated random networks with hidden variableseng
Appears in Collections:Articles publicats en revistes (Física de la Matèria Condensada)

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