Kinetic Models for the Trading of Goods

被引:51
作者
Toscani, Giuseppe [1 ]
Brugna, Carlo [2 ]
Demichelis, Stefano [3 ]
机构
[1] Univ Pavia, Dept Math, I-27100 Pavia, Italy
[2] Univ Pavia, Dept Phys, I-27100 Pavia, Italy
[3] Univ Pavia, Dept Econ & Business, I-27100 Pavia, Italy
关键词
Wealth and income distributions; Kinetic models; Boltzmann equation; Fokker-Planck equation; STATISTICAL-MECHANICS; WEALTH DISTRIBUTIONS; PROBABILITY METRICS; MARKET; TAILS;
D O I
10.1007/s10955-012-0653-0
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
In this paper we introduce kinetic equations for the evolution of the probability distribution of two goods among a huge population of agents. The leading idea is to describe the trading of these goods by means of some fundamental rules in price theory, in particular by using Cobb-Douglas utility functions for the binary exchange, and the Edgeworth box for the description of the common exchange area in which utility is increasing for both agents. This leads to a Boltzmann-type equation in which the post-interaction variables depend in a nonlinear way from the pre-interaction ones. Other models will be derived, by suitably linearizing this Boltzmann equation. In presence of uncertainty in the exchanges, it is shown that the solution to some of the linearized kinetic equations develop Pareto tails, where the Pareto index depends on the ratio between the gain and the variance of the uncertainty. In particular, the result holds true for the solution of a drift-diffusion equation of Fokker-Planck type, obtained from the linear Boltzmann equation as the limit of quasi-invariant trades.
引用
收藏
页码:549 / 566
页数:18
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