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完全图上阿克塞尔罗德模型中的埃尔德什-雷尼相变

Erdós-Rényi phase transition in the Axelrod model on complete graphs.

作者信息

Pinto Sebastián, Balenzuela Pablo

机构信息

Departamento de Física, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires. Av. Cantilo s/n, Pabellón 1, Ciudad Universitaria, 1428 Buenos Aires, Argentina and Instituto de Física de Buenos Aires (IFIBA), CONICET. Av.Cantilo s/n, Pabellón 1, Ciudad Universitaria, 1428 Buenos Aires, Argentina.

出版信息

Phys Rev E. 2020 May;101(5-1):052319. doi: 10.1103/PhysRevE.101.052319.

Abstract

The Axelrod model has been widely studied since its proposal for social influence and cultural dissemination. In particular, the community of statistical physics focused on the presence of a phase transition as a function of its two main parameters, F and Q. In this work, we show that the Axelrod model undergoes a second-order phase transition in the limit of F→∞ on a complete graph. This transition is equivalent to the Erdős-Rényi phase transition in random networks when it is described in terms of the probability of interaction at the initial state, which depends on a scaling relation between F and Q. We also found that this probability plays a key role in sparse topologies by collapsing the transition curves for different values of the parameter F.

摘要

自提出以来,阿克塞尔罗德模型因其在社会影响和文化传播方面的作用而得到广泛研究。特别是,统计物理领域关注到该模型存在作为其两个主要参数F和Q的函数的相变。在这项工作中,我们表明阿克塞尔罗德模型在完全图上F→∞的极限情况下经历二阶相变。当根据初始状态下的相互作用概率来描述时,这种转变等同于随机网络中的埃尔德什 - 雷尼相变,而初始状态下的相互作用概率取决于F和Q之间的标度关系。我们还发现,通过合并参数F不同值的转变曲线,这种概率在稀疏拓扑结构中起着关键作用。

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