Mahault Benoit, Saxena Avadh, Nisoli Cristiano
Service de Physique de l'Etat Condensé, CNRS UMR 3680, CEA-Saclay, 91191 Gif-sur-Yvette, France.
Theoretical Division and Center for Nonlinear Studies, Los Alamos National Laboratory, Los Alamos, NM 87545, United States of America.
PLoS One. 2017 Feb 17;12(2):e0171832. doi: 10.1371/journal.pone.0171832. eCollection 2017.
We propose a simple agent-based model on a network to conceptualize the allocation of limited wealth among more abundant expectations at the interplay of power, frustration, and initiative. Concepts imported from the statistical physics of frustrated systems in and out of equilibrium allow us to compare subjective measures of frustration and satisfaction to collective measures of fairness in wealth distribution, such as the Lorenz curve and the Gini index. We find that a completely libertarian, law-of-the-jungle setting, where every agent can acquire wealth from or lose wealth to anybody else invariably leads to a complete polarization of the distribution of wealth vs. opportunity. This picture is however dramatically ameliorated when hard constraints are imposed over agents in the form of a limiting network of transactions. There, an out of equilibrium dynamics of the networks, based on a competition between power and frustration in the decision-making of agents, leads to network coevolution. The ratio of power and frustration controls different dynamical regimes separated by kinetic transitions and characterized by drastically different values of equality. It also leads, for proper values of social initiative, to the emergence of three self-organized social classes, lower, middle, and upper class. Their dynamics, which appears mostly controlled by the middle class, drives a cyclical regime of dramatic social changes.
我们提出了一个基于网络的简单主体模型,以在权力、挫折感和主动性的相互作用下,将有限财富在更为丰富的期望之间的分配概念化。从处于平衡态和非平衡态的受挫系统的统计物理学中引入的概念,使我们能够将挫折感和满意度的主观度量与财富分配公平性的集体度量进行比较,例如洛伦兹曲线和基尼指数。我们发现,在完全自由放任、弱肉强食的环境中,每个主体都可以从其他任何人那里获取财富或向其他任何人损失财富,这必然会导致财富与机会分配的完全两极分化。然而,当以有限交易网络的形式对主体施加严格约束时,这种情况会得到显著改善。在那里,基于主体决策中权力与挫折感之间的竞争,网络的非平衡动力学导致网络共同进化。权力与挫折感的比率控制着由动力学转变分隔的不同动力学状态,这些状态具有截然不同的平等值特征。对于适当的社会主动性值,它还会导致三个自组织社会阶层的出现,即下层、中层和上层阶级。它们的动态变化似乎主要由中产阶级控制,驱动着剧烈社会变革的周期性状态。