Levy anomalous diffusion and fractional Fokker-Planck equation

被引:122
作者
Yanovsky, VV
Chechkin, AV
Schertzer, D
Tur, AV
机构
[1] Univ Paris 06, Modelisat Mecan Lab, F-75252 Paris 05, France
[2] Natl Acad Sci Ukraine, Inst Single Crystals, UA-310001 Kharkov, Ukraine
[3] Observ Midi Pyrenees, F-31400 Toulouse, France
来源
PHYSICA A | 2000年 / 282卷 / 1-2期
关键词
diffusion; transport; statistical physics; stochastic systems; scaling; renormalization;
D O I
10.1016/S0378-4371(99)00565-8
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
We demonstrate that the Fokker-Planck equation can be generalized into a 'fractional Fokker-Planck' equation, i.e., an equation which includes fractional space differentiations, in order to encompass the wide class of anomalous diffusions due to a Levy stable stochastic forcing. A precise determination of this equation is obtained by substituting a Levy stable sourer to the classical Gaussian one in the Langevin equation. This yields not only the anomalous diffusion coefficient, but a non-trivial fractional operator which corresponds to the possible asymmetry of the Levy stable source. Both of them cannot be obtained by scaling arguments, The (mono-) scaling behaviors of the fractional Fokker-Planck equation and of its solutions are analysed and a generalization of the Einstein relation for the anomalous diffusion coefficient is obtained. This generalization yields a straightforward physical interpretation of the parameters of Levy stable distributions. Furthermore, with the help of important examples, we show the applicability of the fractional Fokker-Planck equation in physics, (C) 2000 Published by Elsevier Science B.V. All rights reserved.
引用
收藏
页码:13 / 34
页数:22
相关论文
共 41 条
[1]  
[Anonymous], 1981, THEORY ELASTICITY
[2]   ANOMALOUS DIFFUSION IN DISORDERED MEDIA - STATISTICAL MECHANISMS, MODELS AND PHYSICAL APPLICATIONS [J].
BOUCHAUD, JP ;
GEORGES, A .
PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS, 1990, 195 (4-5) :127-293
[3]   Stochastic problems in physics and astronomy [J].
Chandrasekhar, S .
REVIEWS OF MODERN PHYSICS, 1943, 15 (01) :0001-0089
[4]   A fractional diffusion equation to describe Levy flights [J].
Chaves, AS .
PHYSICS LETTERS A, 1998, 239 (1-2) :13-16
[5]  
Chechkin A V, 1995, UKR PHYS J, V40, P434
[6]  
COLEMAN PH, 1989, FRACTALS PHYSICAL OR
[7]   Stochastic foundations of fractional dynamics [J].
Compte, A .
PHYSICAL REVIEW E, 1996, 53 (04) :4191-4193
[8]  
de Vaucouleurs G, 1970, Science, V167, P1203, DOI 10.1126/science.167.3922.1203
[9]  
FELLER W, 1966, INTR PROBABILITY THE
[10]   LANGEVIN-EQUATIONS FOR CONTINUOUS-TIME LEVY FLIGHTS [J].
FOGEDBY, HC .
PHYSICAL REVIEW E, 1994, 50 (02) :1657-1660