TY - JOUR
T1 - Universal dynamics on complex networks
AU - Wang, Wen Xu
AU - Huang, Liang
AU - Lai, Ying-Cheng
N1 - Copyright:
Copyright 2011 Elsevier B.V., All rights reserved.
PY - 2009
Y1 - 2009
N2 - We uncover a class of universal dynamics on weighted complex networks. In particular, we find that by incorporating a universal weighting scheme into real-world networks, the topological details of various real-world networks, whether biological, physical, technological, or social, have little influence on typical dynamical processes such as synchronization, epidemic spreading, and percolation. This striking finding is demonstrated using a large number of real-world networks and substantiated by analytic considerations. These findings make possible generic and robust control strategies for a variety of dynamical processes on complex networks.
AB - We uncover a class of universal dynamics on weighted complex networks. In particular, we find that by incorporating a universal weighting scheme into real-world networks, the topological details of various real-world networks, whether biological, physical, technological, or social, have little influence on typical dynamical processes such as synchronization, epidemic spreading, and percolation. This striking finding is demonstrated using a large number of real-world networks and substantiated by analytic considerations. These findings make possible generic and robust control strategies for a variety of dynamical processes on complex networks.
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U2 - 10.1209/0295-5075/87/18006
DO - 10.1209/0295-5075/87/18006
M3 - Article
AN - SCOPUS:79051469984
SN - 0295-5075
VL - 87
JO - EPL
JF - EPL
IS - 1
M1 - 18006
ER -