Large deviations for stochastic nonlinear systems of slow-fast diffusions with non-Gaussian Lévy noises
arXiv:1908.03481 · doi:10.1016/j.ijnonlinmec.2022.104304
Abstract
We establish the large deviation principle for the slow variables in slow-fast dynamical system driven by both Brownian noises and Lévy noises. The fast variables evolve at much faster time scale than the slow variables, but they are fully inter-dependent. We study the asymptotics of the logarithmic functionals of the slow variables in the three regimes based on viscosity solutions to the Cauchy problem for a sequence of partial integro-differential equations. We also verify the comparison principle for the related Cauchy problem to show the existence and uniqueness of the limit for viscosity solutions.
References in corpus (6)
- Second-Order Elliptic Integro-Differential Equations: Viscosity Solutions' Theory Revisited
- Mesoscopic Nonequilibrium Thermodynamics of Single Macromolecules and Dynamic Entropy-Energy Compensation
- Small-time asymptotics for fast mean-reverting stochastic volatility models
- Large Deviations and Importance Sampling for Systems of Slow-Fast Motion
- Large Deviations in Fast-Slow Systems
- Large deviations for multi-scale jump-diffusion processes