English

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 α\alpha-stable process (with 1<α<21<\alpha<2) 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.

Keywords

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