Zou Yanli, Zhu Jie, Chen Guanrong
Department of Electronic Engineering, Shanghai Jiao Tong University, Shanghai, 200240, China.
Phys Rev E Stat Nonlin Soft Matter Phys. 2006 Oct;74(4 Pt 2):046107. doi: 10.1103/PhysRevE.74.046107. Epub 2006 Oct 9.
We study the synchronizability of weighted aging scale-free networks with non-normalized and asymmetrical coupling matrices. We found that the synchronizability of such networks is improved when the couplings from older to younger nodes become dominant, where the out degrees of the nodes are heterogeneous and their in degrees are homogeneous, and that the synchronizabilty of the networks is seriously weakened or even lost when the couplings from younger to older nodes become dominant, where the out degrees of the nodes are homogeneous and their in degrees are heterogeneous. We also found that both the heterogeneity of nodes and a smaller average degree can improve the synchronizability of the networks with some appropriately chosen weighting parameter values. We finally show an example of the coupled Lorenz systems for illustration and verification of the theoretical analysis.
我们研究了具有非归一化和不对称耦合矩阵的加权老化无标度网络的同步性。我们发现,当从较老节点到较年轻节点的耦合占主导时,此类网络的同步性会得到改善,此时节点的出度是异质的,而入度是同质的;而当从较年轻节点到较老节点的耦合占主导时,网络的同步性会严重减弱甚至丧失,此时节点的出度是同质的,而入度是异质的。我们还发现,节点的异质性和较小的平均度在一些适当选择的加权参数值下可以提高网络的同步性。我们最后给出了一个耦合洛伦兹系统的例子,用于说明和验证理论分析。