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非平衡态坂田-谢林模型中作为活性物质的社会经济主体

Socioeconomic agents as active matter in nonequilibrium Sakoda-Schelling models.

作者信息

Zakine Ruben, Garnier-Brun Jérôme, Becharat Antoine-Cyrus, Benzaquen Michael

机构信息

Chair of Econophysics and Complex Systems, École polytechnique, 91128 Palaiseau Cedex, France.

LadHyX, CNRS, École polytechnique, Institut Polytechnique de Paris, 91120 Palaiseau, France.

出版信息

Phys Rev E. 2024 Apr;109(4-1):044310. doi: 10.1103/PhysRevE.109.044310.

Abstract

How robust are socioeconomic agent-based models with respect to the details of the agents' decision rule? We tackle this question by considering an occupation model in the spirit of the Sakoda-Schelling model, historically introduced to shed light on segregation dynamics among human groups. For a large class of utility functions and decision rules, we pinpoint the nonequilibrium nature of the agent dynamics, while recovering an equilibrium-like phase separation phenomenology. Within the mean-field approximation we show how the model can be mapped, to some extent, onto an active matter field description. Finally, we consider nonreciprocal interactions between two populations and show how they can lead to nonsteady macroscopic behavior. We believe our approach provides a unifying framework to further study geography-dependent agent-based models, notably paving the way for joint consideration of population and price dynamics within a field theoretic approach.

摘要

基于主体的社会经济模型在主体决策规则的细节方面有多稳健?我们通过考虑一个类似于历史上为阐明人类群体间隔离动态而引入的坂田-谢林模型的职业模型来解决这个问题。对于一大类效用函数和决策规则,我们确定了主体动态的非平衡性质,同时恢复了类似平衡的相分离现象学。在平均场近似下,我们展示了该模型如何在一定程度上映射到活性物质场描述上。最后,我们考虑两个群体之间的非互惠相互作用,并展示它们如何导致非稳定的宏观行为。我们相信我们的方法提供了一个统一的框架,以进一步研究依赖地理的基于主体的模型,特别是为在场论方法中联合考虑人口和价格动态铺平道路。

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