LETTER TO THE EDITOR: The origin of power-law distributions in self-organized criticality
Abstract
The origin of power-law distributions in self-organized criticality is investigated by treating the variation of the number of active sites in the system as a stochastic process. An avalanche is then regarded as a first-return random-walk process in a one-dimensional lattice. Power-law distributions of the lifetime and spatial size are found when the random walk is unbiased with equal probability to move in opposite directions. This shows that power-law distributions in self-organized criticality may be caused by the balance of competitive interactions. At the mean time, the mean spatial size for avalanches with the same lifetime is found to increase in a power law with the lifetime.
- Publication:
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Journal of Physics A Mathematical General
- Pub Date:
- October 2004
- DOI:
- 10.1088/0305-4470/37/42/L05
- arXiv:
- arXiv:cond-mat/0403304
- Bibcode:
- 2004JPhA...37L.523Y
- Keywords:
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- Condensed Matter - Statistical Mechanics
- E-Print:
- 4 pages in RevTeX, 3 eps figures. To appear in J.Phys.G. To appear in J. Phys. A