论文标题

复杂网络中的孤独状态:拓扑的影响

Solitary states in complex networks: impact of topology

论文作者

Schülen, Leonhard, Mikhailenko, Maria, Medeiros, Everton S., Zakharova, Anna

论文摘要

预计网络系统的动态行为将反映其耦合结构的特征。然而,对称性破裂的解决方案通常发生在对称耦合的网络中。所谓的孤立状态提供了一个示例,其中一个网络节点的动力学与整个对称网络不同。在这里,我们研究了网络在动态中出现网络的结构约束。通过执行大量数值模拟,我们发现这种状态在不对称网络(例如表现出无标度属性的网络)中存在很高的可能性。接下来,我们分析了显示孤立状态的网络的结构特征,以揭示孤立节点相邻节点中的最小连接数量对于孤立状态的出现至关重要。最后,我们对减少尺寸的系统进行分叉分析,证实了相邻节点对单生物的连通性的影响。

The dynamical behavior of networked systems is expected to reflect the features of their coupling structure. Yet, symmetry-broken solutions often occur in symmetrically coupled networks. An example is provided by the so-called solitary states where the dynamics of one network node is different from the entire symmetric network. Here, we investigate the structural constraints of networks for the appearance of solitary states in their dynamics. By performing a large number of numerical simulations, we find that such states occur with high probability in asymmetric networks, such as the ones exhibiting the scale-free property. Next, we analyze the structural features of the networks demonstrating solitary states to reveal that the minimum number of connections in the adjacent nodes of a solitary one is crucial for the appearance of the solitary states. Finally, we perform bifurcation analysis of a dimension-reduced system, confirming the influence of the connectivity of the neighboring nodes on the solitary ones.

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