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Scalar model of flocking dynamics on complex social networks

机译:复杂社交网络植入动力学标量模型

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We investigate the effects of long-range social interactions in flocking dynamics by studying the dynamics of a scalar model of collective motion embedded in a complex network representing a pattern of social interactions, as observed in several social species. In this scalar model we find a phenomenology analogous to that observed in the classic Vicsek model: In networks with low heterogeneity, a phase transition separates an ordered from a disordered phase. At high levels of heterogeneity, instead, the transition is suppressed, and the system is always ordered. This observation is backed up analytically by the solution of a modified scalar model within an heterogeneous mean-field approximation. Our work extends the understanding of the effects of social interactions in flocking dynamics and opens the path to the analytical study of more complex topologies of social ties.
机译:我们通过研究代表社会互动模式的复杂网络中的集体运动标量模型的动态,调查植入动态的远程社会交互的影响。 在该标量模型中,我们发现了一种类似于在经典的Vicsek模型中观察到的现象学:在具有低异质性的网络中,相变与来自无序相的排序分离。 在高水平的异质性下,抑制过渡,并且始终订购系统。 通过在异构平均场近似内的修改标量模型的解决方案分析地备份了该观察。 我们的工作扩展了对植绒动态社会互动的影响,并开启了对更复杂的社会关系拓扑的分析研究的途径。

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