Extraction algorithm for optimal coarse-grained networks on complex networks
2019 ◽
Vol 30
(11)
◽
pp. 1950081
Keyword(s):
Coarse-graining of complex networks is a hot topic in network science. Coarse-grained networks are required to preserve the topological information or dynamic properties of the original network. Some effective coarse-graining methods have been proposed, while an urgent problem is how to obtain coarse-grained network with optimal scale. In this paper, we propose an extraction algorithm (EA) for optimal coarse-grained networks. Numerical simulation for EA on four kinds of networks and performing Kuramoto model on optimal coarse-grained networks, we find our algorithm can effectively obtain the optimal coarse-grained network.
2019 ◽
Vol 33
(01)
◽
pp. 1850421
◽
Keyword(s):
2018 ◽
2008 ◽
Vol 83
(6)
◽
pp. 68003
◽
2013 ◽
Vol 12
(02)
◽
pp. 1250111
◽