Physics – Condensed Matter – Statistical Mechanics
Scientific paper
1998-02-03
Phys. Rev. E. 58 (1998) 1591
Physics
Condensed Matter
Statistical Mechanics
11 pages, 9 figures, submitted to Phys. Rev. E
Scientific paper
10.1103/PhysRevE.58.1591
It is well known that a random multiplicative process with weak additive noise generates a power-law probability distribution. It has recently been recognized that this process exhibits another type of power law: the moment of the stochastic variable scales as a function of the additive noise strength. We clarify the mechanism for this power-law behavior of moments by treating a simple Langevin-type model both approximately and exactly, and argue this mechanism is universal. We also discuss the relevance of our findings to noisy on-off intermittency and to singular spatio-temporal chaos recently observed in systems of non-locally coupled elements.
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