Small noise asymptotics for a class of jump-diffusions with heavy tails for large times
Probability
2026-03-11 v1 Optimization and Control
Abstract
In this work, we investigate positive recurrent L\'evy diffusions driven by appropriately scaled Brownian motion and -stable process (with ) in the small noise regime. Supposing that in the vanishing noise limit, our L\'evy diffusion approaches a deterministic system with a unique asymptotically stable fixed point, we show that the limiting behavior of the one-dimensional marginal distribution at large times is dictated by the optimal value of a deterministic control problem, just as in the classical case of diffusions driven by small variance Brownian motion. In our case, the control is allowed to have two parts: continuous control and impulse control.
Cite
@article{arxiv.2603.08919,
title = {Small noise asymptotics for a class of jump-diffusions with heavy tails for large times},
author = {Sumith Reddy Anugu and Siva R. Athreya and Vivek S. Borkar},
journal= {arXiv preprint arXiv:2603.08919},
year = {2026}
}
Comments
The manuscript is 20 pages long