Mathematical modeling of probability distribution of money by means of potential formation

被引:3
作者
Aktaev, Nurken E. [1 ]
Bannova, K. A. [1 ]
机构
[1] Univ Tyumen, 6 Volodarskogo St, Tyumen 625003, Russia
关键词
Fokker-Planck equation; Yakovenko model; Potential field; Econophysics; Probability distribution of money; Tornquist function; INCOME-DISTRIBUTION; STATISTICS; LORENZ; SIZE;
D O I
10.1016/j.physa.2022.127089
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
The work is devoted to the development of a mathematical model for studying the probability distribution of money of an agent. The model is based on the Fokker-Planck equation. To calculate the diffusion term, we used the quadratic dependence of the money balance of an agent in the Yakovenko model. To calculate the drift term, we propose to use a function (potential) that takes into account the income (i.e. the influx of money) and expenditures (i.e. the outflow of money) for an agent. For an analytical description of the income of an agent, a linear dependence on money balance was used. Expenditures were characterized by the demand for essential goods, long-term and luxury goods. Tornquist functions were used to describe the demand functions. The construction of the potential made it possible to identify atypical conditions for the formation of the probability distribution of money. (C) 2022 Elsevier B.V. All rights reserved.
引用
收藏
页数:7
相关论文
共 37 条
[21]   Do Pareto-Zipf and Gibrat laws hold true? An analysis with European firms [J].
Fujiwara, Y ;
Di Guilmi, C ;
Aoyama, H ;
Gallegati, M ;
Souma, W .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2004, 335 (1-2) :197-216
[22]   The analysis of the dynamic optimization problem in econophysics from the point of view of the symplectic approach for constrained systems [J].
Godinho, Cresus F. L. ;
Abreu, Everton M. C. .
CHAOS SOLITONS & FRACTALS, 2021, 145
[23]   Option pricing in illiquid markets: A fractional jump–diffusion approach [J].
Hainaut D. ;
Leonenko N. .
Journal of Computational and Applied Mathematics, 2021, 381
[24]   Foreign bank lending during a crisis: The impact of financial regulations [J].
Hsieh, Meng-Fen ;
Lee, Chien-Chiang .
ECONOMIC SYSTEMS, 2020, 44 (03)
[25]   Modelling of income distribution in the European Union with the Fokker-Planck equation [J].
Jagielski, Maciej ;
Kutner, Ryszard .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2013, 392 (09) :2130-2138
[26]   Time is money: Real effects of relationship lending in a crisis [J].
James, Christopher ;
Lu, Jing ;
Sun, Yangfan .
JOURNAL OF BANKING & FINANCE, 2021, 133
[27]  
Ludwig D., 2022, PREPRINTS
[28]  
Milakovic M, 2005, NEW ECON WINDOWS, P184, DOI 10.1007/88-470-0389-X_19
[29]   Thermodynamics of markets [J].
Rashkovskiy, S. A. .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2021, 567
[30]   Langevin processes, agent models and socio-economic systems [J].
Richmond, P ;
Sabatelli, L .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2004, 336 (1-2) :27-38