Huang Liang, Park Kwangho, Lai Ying-Cheng, Yang Lei, Yang Kongqing
Department of Electrical Engineering, Arizona State University, Tempe, AZ 85287, USA.
Phys Rev Lett. 2006 Oct 20;97(16):164101. doi: 10.1103/PhysRevLett.97.164101. Epub 2006 Oct 18.
Recent research has revealed that complex networks with a smaller average distance and more homogeneous degree distribution are more synchronizable. We find, however, that synchronization in complex, clustered networks tends to obey a different set of rules. In particular, the synchronizability of such a network is determined by the interplay between intercluster and intracluster links. The network is most synchronizable when the numbers of the two types of links are approximately equal. In the presence of a mismatch, increasing the number of intracluster links, while making the network distance smaller, can counterintuitively suppress or even destroy the synchronization. We provide theory and numerical evidence to establish this phenomenon.
最近的研究表明,平均距离较小且度分布更均匀的复杂网络更易于同步。然而,我们发现,在复杂的聚类网络中,同步往往遵循不同的规则集。特别是,此类网络的同步性由簇间链路和簇内链路之间的相互作用决定。当这两种链路的数量大致相等时,网络的同步性最强。在存在不匹配的情况下,增加簇内链路的数量,虽然会使网络距离变小,但违反直觉的是,这可能会抑制甚至破坏同步。我们提供了理论和数值证据来证实这一现象。