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相关论文: Diffusion of knowledge and the lottery society

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In this paper we analyze a Boltzmann type mean field game model for knowledge growth, which was proposed by Lucas and Moll. We discuss the underlying mathematical model, which consists of a coupled system of a Boltzmann type equation for…

偏微分方程分析 · 数学 2015-05-14 Martin Burger , Alexander Lorz , Marie-Therese Wolfram

Lucas and Moll have proposed a system of forward-backward partial differential equations that model knowledge diffusion and economic growth. It arises from a microscopic model of learning for a mean-field type interacting system of…

偏微分方程分析 · 数学 2021-09-22 George Papanicolaou , Lenya Ryzhik , Katerina Velcheva

In this work we consider an agent based model in order to study the wealth distribution problem where the interchange is determined with a symmetric zero sum game. Simultaneously, the agents update their way of play trying to learn the…

物理与社会 · 物理学 2017-09-12 Juan Pablo Pinasco , Mauro Rodriguez Cartabia , Nicolas Saintier

We study an evolution cross-diffusion problem with mutualistic Lotka-Volterra reaction term to modelize the long-term spatial distribution of labor and capital. The mutualistic behavior is deduced from the gradient flow associated to…

偏微分方程分析 · 数学 2024-01-26 Gonzalo F. de-Córdoba , Gonzalo Galiano

This paper consider a highly general dissemination model that keeps track of the stochastic evolution of the distribution of wealth over a set of agents. There are two types of events: (i) units of wealth externally arrive, and (ii) units…

概率论 · 数学 2022-07-12 K. M. D. Chan , M. R. H. Mandjes

In this paper we study balanced growth path solutions of a Boltzmann mean field game model proposed by Lucas et al [13] to model knowledge growth in an economy. Agents can either increase their knowledge level by exchanging ideas in…

偏微分方程分析 · 数学 2016-03-31 Martin Burger , Alexander Lorz , Marie-Therese Wolfram

An equation for the evolution of the distribution of wealth in a population of economic agents making binary transactions with a constant total amount of "money" has recently been proposed by one of us (RLR). This equation takes the form of…

适应与自组织系统 · 物理学 2014-07-29 Yves Pomeau , Ricardo Lopez-Ruiz

The agent-based Yard-Sale model of wealth inequality is generalized to incorporate exponential economic growth and its distribution. The distribution of economic growth is nonuniform and is determined by the wealth of each agent and a…

统计力学 · 物理学 2021-08-26 Kang K. L. Liu , N. Lubbers , W. Klein , J. Tobochnik , B. M. Boghosian , Harvey Gould

A Langevin equation is suggested to describe a system driven by correlated Gaussian white noise as well as with positive and negative damping demarcated by a critical velocity. The equation can be transformed into the Fokker-Planck equation…

物理与社会 · 物理学 2019-09-11 Peng Wang , Feng-Chun Pan , Jie Huo , Xu-Ming Wang

In this paper we investigate a generalisation of a Boltzmann mean field game (BMFG) for knowledge growth, originally introduced by the economists Lucas and Moll. In BMFG the evolution of the agent density with respect to their knowledge…

最优化与控制 · 数学 2023-10-06 Martin Burger , Laura Kanzler , Marie-Therese Wolfram

We study an agent-based model of evolution of wealth distribution in a macro-economic system. The evolution is driven by multiplicative stochastic fluctuations governed by the law of proportionate growth and interactions between agents. We…

物理与社会 · 物理学 2019-11-22 Zdzislaw Burda , Pawel Wojcieszak , Konrad Zuchniak

We study a variant of the Cucker-Smale model where information between agents propagates with a finite speed $\mathfrak{c}>0$. This leads to a system of functional differential equations with state-dependent delay. We prove that, if…

偏微分方程分析 · 数学 2021-12-28 Jan Haskovec

We consider a model of cultural evolution for a strategy selection in a population of individuals who interact in a game theoretic framework. The evolution combines individual learning of the environment (population strategy profile),…

种群与进化 · 定量生物学 2020-06-03 Misha Perepelitsa

We study the limiting behaviour of the empirical measure of a system of diffusions interacting through their ranks when the number of diffusions tends to infinity. We prove that the limiting dynamics is given by a McKean-Vlasov evolution…

概率论 · 数学 2010-08-30 Mykhaylo Shkolnikov

We analyze a mean-field game model proposed by economists R.E. Lucas and B. Moll (2014) to describe economic systems where production is based on knowledge growth and diffusion. This model reduces to a PDE system where a backward…

偏微分方程分析 · 数学 2020-10-22 Alessio Porretta , Luca Rossi

We present the results of detailed numerical study of a model for the sharing and sorting of informations in a community consisting of a large number of agents. The information gathering takes place in a sequence of mutual bipartite…

物理与社会 · 物理学 2015-06-16 Biplab Bhattacherjee , S. S. Manna , Animesh Mukherjee

A multi-agent model for individuals endowed with strategies and subject to diffusive effects is proposed. The microscopic state of each agent is described by a spatial position and a probability measure, interpreted as a mixed strategy,…

偏微分方程分析 · 数学 2026-03-24 Alessandro Baldi , Marco Morandotti

A generalized Langevin equation is suggested to describe a system with memory($u(t,t') = \frac{1}{\Gamma (\nu )}(t - t')^\nu $) as well as with positive and negative damping. The equation can be transformed into the Fokker-Planck equation…

物理与社会 · 物理学 2019-09-11 Peng Wang , Feng-Chun Pan , Jie Huo , Xu-Ming Wang

We consider here a Fokker--Planck equation with variable coefficient of diffusion which appears in the modeling of the wealth distribution in a multi-agent society. At difference with previous studies, to describe a society in which agents…

数理金融 · 定量金融 2017-09-29 Marco Torregrossa , Giuseppe Toscani

We introduce a simple model of economy, where the time evolution is described by an equation capturing both exchange between individuals and random speculative trading, in such a way that the fundamental symmetry of the economy under an…

凝聚态物理 · 物理学 2007-05-23 Jean-Philippe Bouchaud , Marc Mezard
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