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观点动力学模型中由无序诱导的相变:二维和三维的结果

Disorder-induced phase transition in an opinion dynamics model: Results in two and three dimensions.

作者信息

Mukherjee Sudip, Chatterjee Arnab

机构信息

Barasat Government College, 10 K.N.C. Road, Barasat (N 24 Parganas), Kolkata 700124, India.

Condensed Matter Physics Division, Saha Institute of Nuclear Physics, 1/AF Bidhannagar, Kolkata 700064, India.

出版信息

Phys Rev E. 2016 Dec;94(6-1):062317. doi: 10.1103/PhysRevE.94.062317. Epub 2016 Dec 28.

Abstract

We study a model of continuous opinion dynamics with both positive and negative mutual interactions. The model shows a continuous phase transition between a phase with consensus (order) and a phase having no consensus (disorder). The mean field version of the model was already studied. Using extensive numerical simulations, we study the same model in two and three dimensions. The critical points of the phase transitions for various cases and the associated critical exponents have been estimated. The universality class of the phase transitions in the model is found to be same as Ising model in the respective dimensions.

摘要

我们研究了一个具有正负相互作用的连续意见动态模型。该模型显示了在达成共识的阶段(有序)和未达成共识的阶段(无序)之间的连续相变。该模型的平均场版本已经被研究过。通过广泛的数值模拟,我们在二维和三维空间中研究了同一个模型。已经估计了各种情况下相变的临界点以及相关的临界指数。发现该模型中相变的普适类与相应维度下的伊辛模型相同。

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