Large Deviations for L\'evy Diffusions in small regime
This article concerns the large deviations regime and the consequent solution of the Kramers problem for a two-time scale stochastic system driven by a common jump noise signal perturbed in small intensity $\varepsilon>0$ and with accelerated jumps by intensity $\frac{1}{\varepsilon}$. We establi...
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Zusammenfassung: | This article concerns the large deviations regime and the consequent solution
of the Kramers problem for a two-time scale stochastic system driven by a
common jump noise signal perturbed in small intensity $\varepsilon>0$ and with
accelerated jumps by intensity $\frac{1}{\varepsilon}$. We establish
Freidlin-Wentzell estimates for the slow process of the multiscale system in
the small noise limit $\varepsilon \rightarrow 0$ using the weak convergence
approach to large deviations theory. The core of our proof is the reduction of
the large deviations principle to the establishment of a stochastic averaging
principle for auxiliary controlled processes. As consequence we solve the first
exit time/ exit locus problem from a bounded domain containing the stable state
of the averaged dynamics for the family of the slow processes in the small
noise limit. |
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DOI: | 10.48550/arxiv.2207.07081 |