A common mode of origin of power laws in models of market and earthquake

被引:18
作者
Bhattacharyya, Pratip
Chatterjee, Arnab
Chakrabarti, Bikas K.
机构
[1] Saha Inst Nucl Phys, Ctr Appl Math & Computat Sci, Theoret Condensed Matter Phys Div, Kolkata 700064, W Bengal, India
[2] Gurudas Coll, Dept Phys, Kolkata 700054, W Bengal, India
关键词
wealth distribution; earthquake model; log-normal distribution; power-law distribution;
D O I
10.1016/j.physa.2007.02.096
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
We show that there is a common mode of origin for the power laws observed in two different models: (i) the Pareto law for the distribution of money among the agents with random-saving propensities in an ideal gas-like market model and (ii) the Gutenberg-Richter law for the distribution of overlaps in a fractal-overlap model for earthquakes. We find that the power laws appear as the asymptotic forms of ever-widening log-normal distributions for the agents' money and the overlap magnitude, respectively. The identification of the generic origin of the power laws helps in better understanding and in developing generalized views of phenomena in such diverse areas as economics and geophysics. (c) 2007 Elsevier B.V. All rights reserved.
引用
收藏
页码:377 / 382
页数:6
相关论文
共 17 条
[1]  
[Anonymous], 1955, J GEOL
[2]   Of overlapping Cantor sets and earthquakes: analysis of the discrete Chakrabarti-Stinchcombe model [J].
Bhattacharyya, P .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2005, 348 :199-215
[3]  
Chakrabarti B. K., 1995, Indian Journal of Physics, Part B, V69B, P681
[4]   Stick-slip statistics for two fractal surfaces: a model for earthquakes [J].
Chakrabarti, BK ;
Stinchcombe, RB .
PHYSICA A, 1999, 270 (1-2) :27-34
[5]   Statistical mechanics of money: how saving propensity affects its distribution [J].
Chakraborti, A ;
Chakrabarti, BK .
EUROPEAN PHYSICAL JOURNAL B, 2000, 17 (01) :167-170
[6]   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)
[7]   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
[8]  
Chatterjee A, 2005, NEW ECON WINDOWS, P1, DOI 10.1007/88-470-0389-X
[9]   Analytic treatment of a trading market model [J].
Das, A ;
Yarlagadda, S .
PHYSICA SCRIPTA, 2003, T106 :39-40
[10]   Statistical mechanics of money [J].
Dragulescu, A ;
Yakovenko, VM .
EUROPEAN PHYSICAL JOURNAL B, 2000, 17 (04) :723-729