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Transition from Gaussian to non-Gaussian...
Luçon, Eric...
Transition from Gaussian to non-Gaussian fluctuations for mean-field diffusions in spatial interaction by Luçon, Eric ( Author )
N.A
02-02-2015
We consider a system of N disordered mean-field interacting diffusions within spatial constraints: each particle θi is attached to one site xi of a periodic lattice and the interaction between particles θi and θj decreases as |xi−xj|−α for α∈[0,1). In a previous work, it was shown that the empirical measure of the particles converges in large population to the solution of a nonlinear partial differential equation of McKean-Vlasov type. The purpose of the present paper is to study the fluctuations associated to this convergence. We exhibit in particular a phase transition in the scaling and in the nature of the fluctuations: when α∈[0,12), the fluctuations are Gaussian, governed by a linear SPDE, with scaling N−−√ whereas the fluctuations are deterministic with scaling N1−α in the case α∈(12,1).
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Article
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English
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MYR 0.01
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https://arxiv.org/abs/1502.00532
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