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通过二态意见动力学模型中的一种技术实现的二维伊辛转变。

Two-dimensional Ising transition through a technique from two-state opinion-dynamics models.

作者信息

Galam Serge, Martins André C R

机构信息

CEVIPOF-Center for Political Research, Sciences Po and CNRS, 98 rue de l'Université, 75007 Paris, France.

GRIFE-EACH-Universidade de São Paulo, Rua Arlindo Btio, 1000, 03828-000, São Paulo, Brazil.

出版信息

Phys Rev E Stat Nonlin Soft Matter Phys. 2015 Jan;91(1):012108. doi: 10.1103/PhysRevE.91.012108. Epub 2015 Jan 6.

DOI:10.1103/PhysRevE.91.012108
PMID:25679571
Abstract

The Ising ferromagnetic model on a square lattice is revisited using the Galam unifying frame (GUF), set to investigate two-state opinion-dynamics models. When combined with Metropolis dynamics, an unexpected intermediate "dis/order" regime is found with the coexistence of two attractors associated, respectively, to an ordered and a disordered phases. The basin of attraction of initial conditions for the disordered phase attractor starts from zero size at a first critical temperature T(c1) to embody the total landscape of initial conditions at a second critical temperature T(c2), with T(c1)≈1.59 and T(c2)≈2.11 in J/k(B) units. It appears that T(c2) is close to the Onsager result T(c)≈2.27. The transition, which is first-order-like, exhibits a vertical jump to the disorder phase at T(c2), reminiscent of the rather abrupt vanishing of the corresponding Onsager second-order transition. However, using Glauber dynamics combined with GUF does not yield the intermediate phase and instead the expected classical mean-field transition is recovered at T(c)≈3.09. Accordingly, although the "dis/order" regime produced by the GUF-Metropolis combination is not physical, it is an intriguing result to be understood. In particular the fact that Glauber and Metropolis dynamics yield so different results using GUF needs an explanation. The possibility of extending GUF to larger clusters is discussed.

摘要

利用加拉姆统一框架(GUF)重新审视了正方晶格上的伊辛铁磁模型,该框架旨在研究两态意见动力学模型。当与 metropolis 动力学相结合时,发现了一个意想不到的中间“无序/有序”状态,其中存在分别与有序相和无序相相关的两个吸引子。无序相吸引子初始条件的吸引盆在第一个临界温度T(c1)时从零大小开始,在第二个临界温度T(c2)时体现初始条件的全貌,以J/k(B)为单位时,T(c1)≈1.59 ,T(c2)≈2.11 。似乎T(c2)接近昂萨格结果T(c)≈2.27 。这种转变类似一级相变,在T(c2)时向无序相呈现垂直跳跃,这让人想起相应的昂萨格二级相变相当突然的消失。然而,将格劳伯动力学与GUF相结合并没有产生中间相,而是在T(c)≈3.09时恢复了预期的经典平均场转变。因此,尽管GUF与metropolis组合产生的“无序/有序”状态不具有物理意义,但这是一个有待理解的有趣结果。特别是,格劳伯动力学和metropolis动力学在使用GUF时产生如此不同的结果这一事实需要一个解释。文中还讨论了将GUF扩展到更大团簇的可能性。

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