Quasistationary Distributions and Ergodic Control Problems
Optimization and Control
2021-03-02 v1 Probability
Abstract
We introduce and study the basic properties of two ergodic stochastic control problems associated with the quasistationary distribution (QSD) of a diffusion process relative to a bounded domain. The two problems are in some sense dual, with one defined in terms of the generator associated with and the other in terms of its adjoint. Besides proving wellposedness of the associated Hamilton-Jacobi-Bellman equations, we describe how they can be used to characterize important properties of the QSD. Of particular note is that the QSD itself can be identified, up to normalization, in terms of the cost potential of the control problem associated with the adjoint.
Cite
@article{arxiv.2103.00280,
title = {Quasistationary Distributions and Ergodic Control Problems},
author = {Amarjit Budhiraja and Paul Dupuis and Pierre Nyquist and Guo-Jhen Wu},
journal= {arXiv preprint arXiv:2103.00280},
year = {2021}
}