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相关论文: A stochastic model of wealth distribution

200 篇论文

We investigate the wealth evolution in a system of agents that exchange wealth through a disordered network in presence of an additive stochastic Gaussian noise. We show that the resulting wealth distribution is shaped by the degree…

统计力学 · 物理学 2008-12-02 T. Di Matteo , T. Aste , S. T. Hyde

We model a closed economic system with interactions that generates the features of empirical wealth distribution across all wealth brackets, namely a Gibbsian trend in the lower and middle wealth range and a Pareto trend in the higher…

综合金融 · 定量金融 2008-12-02 Marisciel L. Palima , Eduardo J. David

Exponential distribution is ubiquitous in the framework of multi-agent systems. Usually, it appears as an equilibrium state in the asymptotic time evolution of statistical systems. It has been explained from very different perspectives. In…

适应与自组织系统 · 物理学 2011-03-10 Ricardo Lopez-Ruiz , Jose-Luis Lopez , Xavier Calbet

A simple computer simulation model of a closed market on a fixed network with free flow of goods and money is introduced. The model contains only two variables : the amount of goods and money beside the size of the system. An initially flat…

适应与自组织系统 · 物理学 2012-09-25 Marcel Ausloos , Andrzej Pekalski

We review some aspects, especially those we can tackle analytically, of a minimal model of closed economy analogous to the kinetic theory model of ideal gases where the agents exchange wealth amongst themselves such that the total wealth is…

物理与社会 · 物理学 2010-10-27 Mehdi Lallouache , Aymen Jedidi , Anirban Chakraborti

We show, analytically and numerically, that wealth distribution in the Bouchaud-M\'ezard network model of the economy is described by a three-parameter generalized inverse gamma distribution. In the mean-field limit of a network with any…

统计金融 · 定量金融 2015-06-11 Tao Ma , John G. Holden , R. A. Serota

We consider a simple theoretical model to investigate the impact of inheritances on the wealth distribution. Wealth is described as a finite resource, which remains constant over different generations and is divided equally among offspring.…

物理与社会 · 物理学 2021-11-17 Pedro Patrício , Nuno A. M. Araújo

One of the key socioeconomic phenomena to explain is the distribution of wealth. Bouchaud and M\'ezard have proposed an interesting model of economy [Bouchaud and M\'ezard (2000)] based on trade and investments of agents. In the mean-field…

统计金融 · 定量金融 2009-02-03 Matus Medo

We analyze a conservative market model for the competition among economic agents in a close society. A minimum dynamics ensures that the poorest agent has a chance to improve its economic welfare. After a transient, the system…

统计力学 · 物理学 2009-11-10 S. Pianegonda , J. R. Iglesias

This Colloquium reviews statistical models for money, wealth, and income distributions developed in the econophysics literature since the late 1990s. By analogy with the Boltzmann-Gibbs distribution of energy in physics, it is shown that…

统计金融 · 定量金融 2009-12-24 Victor M. Yakovenko , J. Barkley Rosser

A simple heuristic model, including the multiple exchanges between economic agents, is used to explain the mechanism of emerging and maintenance of social inequality in the market economy. The model allows calculating a density function of…

生物物理 · 物理学 2023-03-16 Vladimir Pokrovskii

We introduce an auto-regressive model which captures the growing nature of realistic markets. In our model agents do not trade with other agents, they interact indirectly only through a market. Change of their wealth depends, linearly on…

综合金融 · 定量金融 2009-07-28 Urna Basu , P. K. Mohanty

The rich-get-richer mechanism (agents increase their ``wealth'' randomly at a rate proportional to their holdings) is often invoked to explain the Pareto power-law distribution observed in many physical situations, such as the degree…

综合金融 · 定量金融 2008-12-02 James P. Bagrow , Jie Sun , Daniel ben-Avraham

We present a simplified model for the exploitation of finite resources by interacting agents, where each agent receives a random fraction of the available resources. An extremal dynamics ensures that the poorest agent has a chance to change…

适应与自组织系统 · 物理学 2009-11-07 S. Pianegonda , J. R. Iglesias , G. Abramson , J. L. Vega

The "Money Exchange Model" is a type of agent-based simulation model used to study how wealth distribution and inequality evolve through monetary exchanges between individuals. The primary focus of this model is to identify the limiting…

概率论 · 数学 2025-01-07 Hironobu Sakagawa

How do individuals accumulate wealth as they interact economically? We outline the consequences of a simple microscopic model in which repeated pairwise exchanges of assets between individuals build the wealth distribution of a population.…

物理与社会 · 物理学 2010-08-31 P. L. Krapivsky , S. Redner

We present an agent-based model of economic exchange in a society composed of two groups, representing two social groups and with different internal protection rules for the poor agents. The goal is to address the emerging wealth…

物理与社会 · 物理学 2025-05-01 Thiago Dias , Sebastián Gonçalves

We develop a mathematical framework to study the economic impact of infectious diseases by integrating epidemiological dynamics with a kinetic model of wealth exchange. The multi-agent description leads to study the evolution over time of a…

物理与社会 · 物理学 2020-08-12 G. Dimarco , L. Pareschi , G. Toscani , M. Zanella

We present a stylized model with feedback loops for the evolution of a population's wealth over generations. Individuals have both talent and wealth: talent is a random variable distributed identically for everyone, but wealth is a random…

计算机科学与博弈论 · 计算机科学 2022-09-16 Krishna Acharya , Eshwar Ram Arunachaleswaran , Sampath Kannan , Aaron Roth , Juba Ziani

We investigate a model of stratified economic interactions between agents when the notion of spatial location is introduced. The agents are placed on a network with near-neighbor connections. Interactions between neighbors can occur only if…

物理与社会 · 物理学 2015-05-20 J. L. Herrera , M. G. Cosenza , K. Tucci