从有偏见的货币交换中推导财富分配

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research Pub Date : 2021-05-16 DOI:10.3934/krm.2023007
Fei Cao, Sébastien Motsch
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引用次数: 7

摘要

在手稿中,我们感兴趣的是使用动力学理论来更好地理解财富分配的时间演变及其大规模行为,如不平等的演变(如基尼指数)。我们研究了三种类型的动力学,即无偏、贫偏和富偏动力学。在粒子水平上,一个个体根据它的财富被随机挑选出来,它的一美元被重新分配给整个群体。为了证明所谓的混沌传播,我们使用耦合技术[48]和基于鞅的方法[36]将每个动力学的极限确定为个体接近无穷大的数量。利用极限方程,我们确定并证明了无偏动力学和差偏动力学的特定平衡点收敛性。然而,在富偏动力学中,我们观察到色散波出现的更复杂的行为。尽管弥散波随着时间的流逝而消失,但它也积累了所有的财富,导致基尼系数接近1(其最大值)。我们在数值上描述了色散波的行为,但要从动力学上直接推导出色散波,还需要进一步的分析研究。
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Derivation of wealth distributions from biased exchange of money
In the manuscript, we are interested in using kinetic theory to better understand the time evolution of wealth distribution and their large scale behavior such as the evolution of inequality (e.g. Gini index). We investigate three type of dynamics denoted unbiased, poor-biased and rich-biased dynamics. At the particle level, one agent is picked randomly based on its wealth and one of its dollar is redistributed among the population. Proving the so-called propagation of chaos, we identify the limit of each dynamics as the number of individual approaches infinity using both coupling techniques [48] and martingale-based approach [36]. Equipped with the limit equation, we identify and prove the convergence to specific equilibrium for both the unbiased and poor-biased dynamics. In the rich-biased dynamics however, we observe a more complex behavior where a dispersive wave emerges. Although the dispersive wave is vanishing in time, its also accumulates all the wealth leading to a Gini approaching 1 (its maximum value). We characterize numerically the behavior of dispersive wave but further analytic investigation is needed to derive such dispersive wave directly from the dynamics.
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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