Power-law tails from multiplicative noise.

We show that the well-known linear Langevin equation, modeling the Brownian motion and leading to a Gaussian stationary distribution of the corresponding Fokker-Planck equation, is changed by the smallest multiplicative noise. This leads to a power-law tail of the distribution for sufficiently large momenta. At finite ratio of the correlation strength for the multiplicative and the additive noises the stationary energy distribution becomes exactly the Tsallis distribution.

[1]  Stochastic interpretation of Kadanoff-Baym equations and their relation to Langevin processes , 1998, hep-ph/9802312.

[2]  S Abe General pseudoadditivity of composable entropy prescribed by the existence of equilibrium. , 2001, Physical review. E, Statistical, nonlinear, and soft matter physics.

[3]  Constantino Tsallis,et al.  Non-extensive thermostatistics: brief review and comments , 1995 .

[4]  J. Breitweg Measurement of multiplicity and momentum spectra in the current and target regions of the Breit frame in Deep Inelastic Scattering at HERA , 1999 .

[5]  G. Uhlenbeck,et al.  On the Theory of the Brownian Motion , 1930 .

[6]  Extensive form of equilibrium nonextensive statistics , 2002, cond-mat/0203448.

[7]  Classical fields near thermal equilibrium , 1996, hep-th/9605048.

[8]  A. Rényi On the dimension and entropy of probability distributions , 1959 .

[9]  Włodarczyk,et al.  Interpretation of the nonextensivity parameter q in some applications of tsallis statistics and Levy distributions , 2000, Physical review letters.

[10]  D. Bödeker From hard thermal loops to Langevin dynamics , 1999 .

[11]  M. Lamont Identified particles at large transverse momenta in STAR in Au+Au collisions@ $\sqrt{s_{NN}}$ = 200 GeV , 2004, nucl-ex/0403059.

[12]  Celia Anteneodo,et al.  Nonextensive statistical mechanics and economics , 2003, ArXiv.

[13]  C. Tsallis Possible generalization of Boltzmann-Gibbs statistics , 1988 .

[14]  G. Papp,et al.  High-pT pion and kaon production in relativistic nuclear collisions , 2001, hep-ph/0109233.

[15]  G. Wilk,et al.  Application of nonextensive statistics to particle and nuclear physics , 2001 .

[16]  D. Bödeker A local Langevin equation for slow long-distance modes of hot non-Abelian gauge fields , 2001 .

[17]  D. Bödeker Perturbative and non-perturbative aspects non-Abelian Boltzmann–Langevin equation , 2002 .