Analysis of self-organized criticality in Ehrenfest's dog-flea model

Details Analysis of self-organized criticality in Ehrenfest's dog-flea model Analysis of self-organized criticality in Ehrenfest's dog-flea model

2009-01-05

arxiv.org/abs/0901.0504v3

Phys. Rev. E 79, 040103(R) (2009)

Physics

Condensed Matter

Statistical Mechanics

5 pages, 6 eps figures, 1 bbl file; accepted for publication on PRE as a rapid communication, in press (2009)

Scientific paper

10.1103/PhysRevE.79.040103

The self-organized criticality in Ehrenfest's historical dog-flea model is analyzed by simulating the underlying stochastic process. The fluctuations around the thermal equilibrium in the model are treated as avalanches. We show that the distributions for the fluctuation length differences at subsequent time steps are in the shape of a $q$-Gaussian (the distribution which is obtained naturally in the context of nonextensive statistical mechanics) if one avoids the finite size effects by increasing the system size. We provide a clear numerical evidence that the relation between the exponent $\tau$ of avalanche size distribution obtained by maximum likelihood estimation and the $q$ value of appropriate q-Gaussian obeys the analytical result recently introduced by Caruso et al. [Phys. Rev. E \textbf{75}, 055101(R) (2007)]. This rescues the q parameter to remain as a fitting parameter and allows us to determine its value a priori from one of the well known exponents of such dynamical systems.

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