학술논문

Broad lifetime distributions for ordering dynamics in complex networks
Document Type
Working Paper
Source
Physical Review E 79, 016109 (2009)
Subject
Physics - Physics and Society
Language
Abstract
We search for conditions under which a characteristic time scale for ordering dynamics towards either of two absorbing states in a finite complex network of interactions does not exist. With this aim, we study random networks and networks with mesoscale community structure built up from randomly connected cliques. We find that large heterogeneity at the mesoscale level of the network appears to be a sufficient mechanism for the absence of a characteristic time for the dynamics. Such heterogeneity results in dynamical metastable states that survive at any time scale.
Comment: 8 pages, 12 figures