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We study self-organized models for information transmission and herd behavior in financial markets. Existing models are generalized to take into account the effect of size-dependent fragmentation and coagulation probabilities of groups of…

无序系统与神经网络 · 物理学 2009-11-07 Dafang Zheng , G. J. Rodgers , P. M. Hui , R. D'Hulst

We study the wealth distribution of the Bouchaud--M\'ezard (BM) model on complex networks. It has been known that this distribution depends on the topology of network by numerical simulations, however, no one have succeeded to explain it.…

适应与自组织系统 · 物理学 2013-01-01 Takashi Ichinomiya

The effects of saving and spending patterns on holding time distribution of money are investigated based on the ideal gas-like models. We show the steady-state distribution obeys an exponential law when the saving factor is set uniformly,…

物理与社会 · 物理学 2009-11-11 Ning Ding , Ning Xi , Yougui Wang

We consider a large community of individuals who mix strongly and meet in pairs to bet on a coin toss. We investigate the asset distribution of the players involved in this zero-sum repeated game. Our main result is that the asset…

计算机科学与博弈论 · 计算机科学 2016-07-13 Romulus Breban

The lattice gas automaton (LGA) is proposed for a closed economic market of agents with heterogeneous saving interests. There are two procedures in the standard LGA, i.e., "propagation" + "transaction". If the propagation step is removed…

物理与社会 · 物理学 2022-12-29 Lijie Cui , Chuandong Lin

Transactions are an important aspect of human social life, and represent dynamic flow of information, intangible values, such as trust, as well as monetary and social capital. Although much research has been conducted on the nature of…

计算机科学与博弈论 · 计算机科学 2025-05-23 Mayank Kejriwal , Yuesheng Luo

Many-body dynamical models in which Boltzmann statistics can be derived directly from the underlying dynamical laws without invoking the fundamental postulates of statistical mechanics are scarce. Interestingly, one such model is found in…

统计力学 · 物理学 2023-11-06 Maggie Miao , Kristian Blom , Dmitrii E. Makarov

This study is a detailed analysis of Speculation Game, a minimal agent-based model of financial markets, in which the round-trip trading and the dynamic wealth evolution with variable trading volumes are implemented. Instead of herding…

统计金融 · 定量金融 2019-09-10 Kei Katahira , Yu Chen

We develop a mean-field theory of the growth, exchange and distribution (GED) model introduced by Kang et al. (preceding paper) that accurately describes the phase transition in the limit that the number of agents $N$ approaches infinity.…

统计力学 · 物理学 2021-08-04 W. Klein , N. Lubbers , Kang K. L. Liu , T. Khouw , Harvey Gould

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 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

We introduce preferential behavior into the study on statistical mechanics of money circulation. The computer simulation results show that the preferential behavior can lead to power laws on distributions over both holding time and amount…

物理与社会 · 物理学 2009-11-11 Ning Ding , Yougui Wang

For a two-dimensional system of agents modeled by molecular dynamics, we simulate epidemics spreading, which was recently studied on complex networks. Our resulting network model is time-evolving. We study the transitions to spreading as…

统计力学 · 物理学 2009-11-10 M. C. Gonzalez , H. J. Herrmann

We briefly review statistical models for the probability distribution of money developed in the econophysics literature since the late 1990s. In these models, economic transactions are modeled as random transfers of money between the agents…

统计金融 · 定量金融 2011-03-14 Victor M. Yakovenko

Wealth transactions are central to economic activity, and their particularities shape macroeconomic outcomes. We propose an agent-based model to investigate how homophily influences economic inequality. The model simulates wealth exchanges…

物理与社会 · 物理学 2025-02-26 Gustavo L. Kohlrausch , Thiago Dias , Sebastian Gonçalves

The objective of this work is the investigation of complexity, asymmetry, stochasticity and non-linearity of the financial and economic systems by using the tools of statistical mechanics and information theory. More precisely, this thesis…

统计金融 · 定量金融 2024-08-30 Rubina Zadourian

The dynamics of generalized Lotka-Volterra systems is studied by theoretical techniques and computer simulations. These systems describe the time evolution of the wealth distribution of individuals in a society, as well as of the market…

统计力学 · 物理学 2009-11-07 Ofer Malcai , Ofer Biham , Peter Richmond , Sorin Solomon

We study the behavior of simple models for financial markets with widely spread frequency either in the trading activity of agents or in the occurrence of basic events. The generic picture of a phase transition between information efficient…

统计力学 · 物理学 2009-11-07 Matteo Marsili , Maurizio Piai

In a money exchange process involving a seller and a buyer, we develop a straightforward model encompassing conservative, non-conservative, and systems with or without debt. Our model integrates the Fermi function to capture the behavior of…

动力系统 · 数学 2024-09-04 Hsin-Lun Li

This papers aims to establish the empirical relationship between income, net wealth and their joint distribution in a selected group of euro area countries. I estimate measures of dependence between income and net wealth using a…

综合经济学 · 经济学 2023-04-28 Anna Stelzer