In this paper we study, by probabilistic techniques, the convergence of the value function for a two-scale, infinite-dimensional, stochastic controlled system as the ratio between the two evolution speeds diverges. The value function is represented as the solution of a backward stochastic differential equation (BSDE) that it is shown to converge towards a reduced BSDE. The noise is assumed to be additive both in the slow and the fast equations for the state. Some non degeneracy condition on the slow equation are required. The limit BSDE involves the solution of an ergodic BSDE and is itself interpreted as the value function of an auxiliary stochastic control problem on a reduced state space.

Tessitore, G., Guatteri, G. (2016). Optimal control of two scale stochastic systems in infinite dimensions: the BSDE approach [Working paper].

Optimal control of two scale stochastic systems in infinite dimensions: the BSDE approach

Tessitore, G;
2016

Abstract

In this paper we study, by probabilistic techniques, the convergence of the value function for a two-scale, infinite-dimensional, stochastic controlled system as the ratio between the two evolution speeds diverges. The value function is represented as the solution of a backward stochastic differential equation (BSDE) that it is shown to converge towards a reduced BSDE. The noise is assumed to be additive both in the slow and the fast equations for the state. Some non degeneracy condition on the slow equation are required. The limit BSDE involves the solution of an ergodic BSDE and is itself interpreted as the value function of an auxiliary stochastic control problem on a reduced state space.
Working paper
Ergodic control, Ergodic BSDEs, two time scale
English
2016
https://arxiv.org/abs/1701.01165v1
Tessitore, G., Guatteri, G. (2016). Optimal control of two scale stochastic systems in infinite dimensions: the BSDE approach [Working paper].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/183020
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