Wealth dynamics on complex networks

被引:45
作者
Garlaschelli, D
Loffredo, MI
机构
[1] Univ Siena, Dipartimento Fis, I-53100 Siena, Italy
[2] INFM, UdR Siena, I-53100 Siena, Italy
[3] Univ Siena, Dipartimento Sci Matemat & Informatiche, I-53100 Siena, Italy
关键词
complex networks; econophysics; wealth distribution; Pareto's law; stochastic processes;
D O I
10.1016/j.physa.2004.02.032
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
We study a model of wealth dynamics (Physica A 282 (2000) 536) which mimics transactions among economic agents. The outcomes of the model are shown to depend strongly on the topological properties of the underlying transaction network. The extreme cases of a fully connected and a fully disconnected network yield power-law and log-normal forms of the wealth distribution, respectively. We perform numerical simulations in order to test the model on more complex network topologies. We show that the mixed form of most empirical distributions (displaying a non-smooth transition from a log-normal to a power-law form) can be traced back to a heterogeneous topology with varying link density, which on the other hand is a recently observed property of real networks. (C) 2004 Elsevier B.V. All rights reserved.
引用
收藏
页码:113 / 118
页数:6
相关论文
共 14 条
[1]   Statistical mechanics of complex networks [J].
Albert, R ;
Barabási, AL .
REVIEWS OF MODERN PHYSICS, 2002, 74 (01) :47-97
[2]   Pareto's law for income of individuals and debt of bankrupt companies [J].
Aoyama, H ;
Souma, W ;
Nagahara, Y ;
Okazaki, MP ;
Takayasu, H ;
Takayasu, M .
FRACTALS-COMPLEX GEOMETRY PATTERNS AND SCALING IN NATURE AND SOCIETY, 2000, 8 (03) :293-300
[3]   Wealth condensation in a simple model of economy [J].
Bouchaud, JP ;
Mézard, M .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2000, 282 (3-4) :536-545
[4]  
CARLARELLI G, 2002, PHYS REV LETT, V89
[5]  
GARLASCHELLI D, P 8 WORKSH EC HET IN
[6]  
Gibrat R., 1931, Les inegalits economiques
[7]   New evidence for the power-law distribution of wealth [J].
Levy, M ;
Solomon, S .
PHYSICA A, 1997, 242 (1-2) :90-94
[8]   Assortative mixing in networks [J].
Newman, MEJ .
PHYSICAL REVIEW LETTERS, 2002, 89 (20)
[9]  
Pareto V., 1897, Cours Economie Politique, DOI [https://doi.org/10.1177/0002716297009003, 10.1177/1040638719857783]
[10]   Epidemic spreading in scale-free networks [J].
Pastor-Satorras, R ;
Vespignani, A .
PHYSICAL REVIEW LETTERS, 2001, 86 (14) :3200-3203