Power-law tails from multiplicative noise
arXiv:hep-ph/0405202 · doi:10.1103/PhysRevLett.94.132302
Abstract
We show that the well-known 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 at large enough momenta. At finite ratio of the correlation strength for the multiplicative and additive noise the stationary energy distribution becomes exactly the Tsallis distribution.
4 pages, LaTeX, revtex4 style, 2 figures
References in corpus (16)
- Interpretation of the nonextensitivity parameter in some applications of Tsallis statistics and Lévy distributions
- Nonextensive statistical mechanics and economics
- General pseudoadditivity of composable entropy prescribed by existence of equilibrium
- Classical Fields Near Thermal Equilibrium
- High-p_T pion and kaon production in relativistic nuclear collisions
- From hard thermal loops to Langevin dynamics
- Stochastic interpretation of Kadanoff-Baym equations and their relation to Langevin processes
- Dissipation and Fluctuation at the Chiral Phase Transition
- Application of nonextensive statistics to particle and nuclear physics
- Measurement of multiplicity and momentum spectra in the current and target regions of the Breit frame in Deep Inelastic Scattering at HERA
- Identified particles at large transverse momenta in STAR in Au+Au collisions @ sqrt(s_NN) = 200 GeV
- Longitudinal subtleties in diffusive Langevin equations for non-Abelian plasmas
- Extensive form of equilibrium nonextensive statistics
- An effective theory for omega << k << gT color dynamics in hot non-Abelian plasmas
- Perturbative and non-perturbative aspects of the non-abelian Boltzmann-Langevin equation
- A local Langevin equation for slow long-distance modes of hot non-Abelian gauge fields
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