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arXiv 1102.3578nlin.CDcs.SIphysics.soc-ph
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加权复杂网络同步的起始:权度相关性的影响

Onset of Synchronization in Weighted Complex Networks: the Effect of Weight-Degree Correlation

Menghui Li, Xingang Wang, Ying Fan, Zengru Di, Choy-Heng Lai

摘要:

通过数值模拟,我们研究了网络化相位振荡器在两种不同加权方案下的同步起始。在方案Ⅰ中,链路权值与所连接节点的度的乘积相关,因此这类网络被称为权度相关网络(WDC)。在方案II中,链路权值被随机分配给每个链路,而不考虑节点的度,因此这类网络被称为权度不相关(WDU)网络。有趣的是,它被发现,通过增加一个参数,支配的权重分布,在WDC网络中的同步的开始是单调增强,而在WDU网络中有一个相反的同步性能。本文从梯度网络的角度研究了这一现象,解释了耦合梯度对网络同步的相反作用:在WDC网络中,耦合梯度促进同步,而在WDU网络中,耦合梯度恶化同步。研究结果强调了这样一个事实,即除了链接权重,权重和节点度之间的相关性也是重要的网络动力学。

英文摘要:

By numerical simulations, we investigate the onset of synchronization of networked phase oscillators under two different weighting schemes. In scheme-I, the link weights are correlated to the product of the degrees of the connected nodes, so this kind of networks is named as the weight-degree correlated (WDC) network. In scheme-II, the link weights are randomly assigned to each link regardless of the node degrees, so this kind of networks is named as the weight-degree uncorrelated (WDU) network. Interestingly, it is found that by increasing a parameter that governs the weight distribution, the onset of synchronization in WDC network is monotonically enhanced, while in WDU network there is a reverse in the synchronization performance. We investigate this phenomenon from the viewpoint of gradient network, and explain the contrary roles of coupling gradient on network synchronization: gradient promotes synchronization in WDC network, while deteriorates synchronization in WDU network. The findings highlight the fact that, besides the link weight, the correlation between the weight and node degree is also important to the network dynamics.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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