Abstract
We try to design a simple model exhibiting self-organized criticality, which is amenable to a rigorous mathematical analysis. To this end, we modify the generalized Ising Curie–Weiss model by implementing an automatic control of the inverse temperature. For a class of symmetric distributions whose density satisfies some integrability conditions, we prove that the sum $S_{n}$ of the random variables behaves as in the typical critical generalized Ising Curie–Weiss model. The fluctuations are of order $n^{3/4}$, and the limiting law is $C\exp(-\lambda x^{4})\,dx$ where $C$ and $\lambda$ are suitable positive constants.
Citation
Raphaël Cerf. Matthias Gorny. "A Curie–Weiss model of self-organized criticality." Ann. Probab. 44 (1) 444 - 478, January 2016. https://doi.org/10.1214/14-AOP978
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