Title :
Anomalous Shattered Fragmentation Transition in the Coevolving Multiplex
Author :
San Miguel, Maxi ; Diakonova, Marina ; Eguiluz, Victor
Author_Institution :
Inst. de Fis. Interdisciplinar y Sist. Complejos (IFISC), UIB, Palma de Mallorca, Spain
Abstract :
We introduce a coevolution voter model in a multilayer, by coupling a fraction of nodes across two network layers and where each layer evolves according to its own temporal scale. For the symmetric case the dynamics preserve the absorbing-fragmentation transition observed in a monolayer network at a critical timescale that depends on interlayer connectivity. The time evolution equations obtained by pair approximation can be mapped to a coevolution voter model in a single layer with an effective average degree. In asymmetric settings, the fragmentation shows an anomalous transition with two large components in opposite states and the breakdown in many isolated nodes. We identify the growth of the number of components as a precursor of the shattered transitions.
Keywords :
approximation theory; social sciences; absorbing-fragmentation transition; anomalous shattered fragmentation transition; coevolution voter model; coevolving multiplex; critical timescale; interlayer connectivity; isolated nodes; monolayer network; multilayer network; network layers; pair approximation; shattered transitions; time evolution equations; Approximation methods; Context; Couplings; Market research; Mathematical model; Multiplexing; Nonhomogeneous media; coevolution; fragmentation; multilayer; multiplex; shattered fragmentation;
Conference_Titel :
Signal-Image Technology and Internet-Based Systems (SITIS), 2014 Tenth International Conference on
DOI :
10.1109/SITIS.2014.56