Multiplicative processes and power laws

被引:152
作者
Sornette, D
机构
[1] Univ Sci, UMR 6632, CNRS, Phys Mat Condensee Lab, F-06108 Nice 2, France
[2] Univ Calif Los Angeles, Dept Earth & Space Sci, Los Angeles, CA 90095 USA
[3] Univ Calif Los Angeles, Inst Geophys & Planetary Phys, Los Angeles, CA 90095 USA
来源
PHYSICAL REVIEW E | 1998年 / 57卷 / 04期
关键词
D O I
10.1103/PhysRevE.57.4811
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
Takayasu, Sato, and Takayasu [Phys. Rev. Lett. 79, 966 (1997)] revisited the question of stochastic processes with multiplicative noise, which have been studied in several different contexts over the past decades. We focus on the regime, found for a generic set of control parameters, in which stochastic processes with multiplicative noise produce intermittency of a special kind, characterized by a power-law probability density distribution. We briefly explain the physical mechanism leading to a power law probability distribution function, and provide a-list of references for-these results dating back from a quarter of century. We explain how the formulation in terms of the characteristic function developed by Takayasu, Sato, and Takayasu can be extended to exponents mu>2, which explains the "reason for the lucky coincidence." The multidimensional generalization of the results of Takayasu, Sato, and Takayasu and the present status of the problem are briefly summarized. The discovery of stretched exponential tails in the presence of the cutoff introduced by Takayasu, Sato, and Takayasu is explained theoretically. We end by briefly listing applications.
引用
收藏
页码:4811 / 4813
页数:3
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