受伊辛模型启发的社会物理学模型

IF 1.7 4区 物理与天体物理 Q3 PHYSICS, CONDENSED MATTER
Pratik Mullick, Parongama Sen
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引用次数: 0

摘要

伊辛模型最初是为了理解磁相变而开发的,现在已经成为跨学科研究集体现象的基石。在这篇综述中,我们探讨了伊辛和伊辛类模型是如何成功地适应社会物理系统的,在社会物理系统中,二元状态代理模仿人类的决策或意见。通过关注舆论动态、金融市场、社会隔离、博弈论、语言进化和流行病传播等关键领域,我们展示了受伊辛模型启发的描述这些现象的模型如何捕捉集体行为的基本特征,包括相变、共识形成、临界性和亚稳态。特别地,我们强调了进化的动态规则在不同模型中的作用,这些模型往往收敛回伊辛式的普遍性。最后,我们概述了社会物理学研究的未来方向,强调了伊辛模型在复杂社会系统分析中的持续相关性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Sociophysics models inspired by the Ising model

The Ising model, originally developed for understanding magnetic phase transitions, has become a cornerstone in the study of collective phenomena across diverse disciplines. In this review, we explore how Ising and Ising-like models have been successfully adapted to sociophysical systems, where binary-state agents mimic human decisions or opinions. By focusing on key areas such as opinion dynamics, financial markets, social segregation, game theory, language evolution, and epidemic spreading, we demonstrate how the models describing these phenomena, inspired by the Ising model, capture essential features of collective behavior, including phase transitions, consensus formation, criticality, and metastability. In particular, we emphasize the role of the dynamical rules of evolution in the different models that often converge back to Ising-like universality. We end by outlining the future directions in sociophysics research, highlighting the continued relevance of the Ising model in the analysis of complex social systems.

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来源期刊
The European Physical Journal B
The European Physical Journal B 物理-物理:凝聚态物理
CiteScore
2.80
自引率
6.20%
发文量
184
审稿时长
5.1 months
期刊介绍: Solid State and Materials; Mesoscopic and Nanoscale Systems; Computational Methods; Statistical and Nonlinear Physics
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