We characterize the optimal control for a class of singular stochastic control problems as the unique solution to a related Skorokhod reflection problem. The optimization problems concern the minimization of a discounted cost over an infinite time-horizon through a process of bounded variation affecting an Itô-diffusion. The setting is multidimensional, the drift of the state equation and the costs are convex, the volatility matrix can be constant or linear in the state. Our result applies to a relevant class of linear-quadratic models and it allows to construct the optimal control in degenerate and non degenerate settings considered in the literature.
Dianetti, J., Ferrari, G. (2023). Multidimensional singular control and related Skorokhod problem: Sufficient conditions for the characterization of optimal controls. STOCHASTIC PROCESSES AND THEIR APPLICATIONS, 162, 547-592 [10.1016/j.spa.2023.05.006].
Multidimensional singular control and related Skorokhod problem: Sufficient conditions for the characterization of optimal controls
Jodi Dianetti;
2023-01-01
Abstract
We characterize the optimal control for a class of singular stochastic control problems as the unique solution to a related Skorokhod reflection problem. The optimization problems concern the minimization of a discounted cost over an infinite time-horizon through a process of bounded variation affecting an Itô-diffusion. The setting is multidimensional, the drift of the state equation and the costs are convex, the volatility matrix can be constant or linear in the state. Our result applies to a relevant class of linear-quadratic models and it allows to construct the optimal control in degenerate and non degenerate settings considered in the literature.File | Dimensione | Formato | |
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