The following article is Open access

A stochastic theory for temporal fluctuations in self-organized critical systems

and

Published 9 December 2008 Published under licence by IOP Publishing Ltd
, , Citation M Rypdal and K Rypdal 2008 New J. Phys. 10 123010 DOI 10.1088/1367-2630/10/12/123010

1367-2630/10/12/123010

Abstract

A stochastic theory for the toppling activity in sandpile models is developed, based on a simple mean-field assumption about the toppling process. The theory describes the process as an anti-persistent Gaussian walk, where the diffusion coefficient is proportional to the activity. It is formulated as a generalization of the Itô stochastic differential equation with an anti-persistent fractional Gaussian noise source and a deterministic drift term. An essential element of the theory is rescaling to obtain a proper thermodynamic limit. When subjected to the most relevant statistical tests, the signal generated by the stochastic equation is indistinguishable from the temporal features of the toppling process obtained by numerical simulation of the Bak–Tang–Wiesenfeld sandpile.

Export citation and abstract BibTeX RIS

Please wait… references are loading.