Wealth distribution, Pareto law, and stretched exponential decay of money: Computer simulations analysis of agent-based models

被引:12
作者
Aydiner, Ekrem [1 ]
Cherstvy, Andrey G. [2 ]
Metzler, Ralf [2 ]
机构
[1] Istanbul Univ, Dept Phys, TR-34134 Istanbul, Turkey
[2] Univ Potsdam, Inst Phys & Astron, D-14476 Potsdam, Germany
关键词
Econophysics; Wealth and income distribution; Pareto law; Scaling exponents; KINETIC EXCHANGE MODELS; STATISTICAL-MECHANICS; INCOME-DISTRIBUTION; FINANCIAL-MARKETS; SAVING PROPENSITY; POWER LAWS; BEHAVIOR; FLUCTUATIONS; ECONOPHYSICS; EQUATION;
D O I
10.1016/j.physa.2017.08.017
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
We study by Monte Carlo simulations a kinetic exchange trading model for both fixed and distributed saving propensities of the agents and rationalize the person and wealth distributions. We show that the newly introduced wealth distribution - that may be more amenable in certain situations - features a different power-law exponent, particularly for distributed saving propensities of the agents. For open agent-based systems, we analyze the person and wealth distributions and find that the presence of trap agents alters their amplitude, leaving however the scaling exponents nearly unaffected. For an open system, we show that the total wealth - for different trap agent densities and saving propensities of the agents - decreases in time according to the classical Kohlrausch-Williams-Watts stretched exponential law. Interestingly, this decay does not depend on the trap agent density, but rather on saving propensities. The system relaxation for fixed and distributed saving schemes are found to be different. (C) 2017 Elsevier B.V. All rights reserved.
引用
收藏
页码:278 / 288
页数:11
相关论文
共 76 条
[21]   Econophysics review: II. Agent-based models [J].
Chakraborti, Anirban ;
Toke, Ioane Muni ;
Patriarca, Marco ;
Abergel, Frederic .
QUANTITATIVE FINANCE, 2011, 11 (07) :1013-1041
[22]   The Gompertz-Pareto income distribution [J].
Chami Figueira, F. ;
Moura, N. J., Jr. ;
Ribeiro, M. B. .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2011, 390 (04) :689-698
[23]   A MODEL OF INCOME DISTRIBUTION [J].
Champernowne, D. G. .
ECONOMIC JOURNAL, 1953, 63 (250) :318-351
[24]   Kinetic exchange models for income and wealth distributions [J].
Chatterjee, A. ;
Chakrabarti, B. K. .
EUROPEAN PHYSICAL JOURNAL B, 2007, 60 (02) :135-149
[25]   Master equation for a kinetic model of a trading market and its analytic solution [J].
Chatterjee, A ;
Chakrabarti, BK ;
Stinchcombe, RB .
PHYSICAL REVIEW E, 2005, 72 (02)
[26]   Pareto law in a kinetic model of market with random saving propensity [J].
Chatterjee, A ;
Chakrabarti, BK ;
Manna, SS .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2004, 335 (1-2) :155-163
[27]   Money in gas-like markets: Gibbs and Pareto laws [J].
Chatterjee, A ;
Chakrabarti, BK ;
Manna, SS .
PHYSICA SCRIPTA, 2003, T106 :36-38
[28]  
Chatterjee A, 2005, NEW ECON WINDOWS, P1, DOI 10.1007/88-470-0389-X
[29]   Kinetic models for wealth exchange on directed networks [J].
Chatterjee, A. .
EUROPEAN PHYSICAL JOURNAL B, 2009, 67 (04) :593-598
[30]   Ideal-gas-like market models with savings: Quenched and annealed cases [J].
Chatterjee, Arnab ;
Chakrabarti, Bikas K. .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2007, 382 (01) :36-41