Singular Limit of Two Scale Stochastic Optimal Control Problems in Infinite Dimensions by Vanishing Noise Regularization
Optimization and Control
2021-03-31 v1
Abstract
In this paper we study the limit of the value function for a two-scale, infinite-dimensional, stochastic controlled system with cylindrical noise and possibly degenerate diffusion. The limit is represented as the value function of a new reduced control problem (on a reduced state space). The presence of a cylindrical noise prevents representation of the limit by viscosity solutions of HJB equations, while degeneracy of diffusion coefficients prevents representation as a classical BSDE. We use a vanishing noise regularization technique.
Keywords
Cite
@article{arxiv.2103.16152,
title = {Singular Limit of Two Scale Stochastic Optimal Control Problems in Infinite Dimensions by Vanishing Noise Regularization},
author = {Giuseppina Guatteri and Gianmario Tessitore},
journal= {arXiv preprint arXiv:2103.16152},
year = {2021}
}
Comments
19 pages