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ESAIM: COCV, Vol. 14, N°2, pp. 343-355
DOI: 10.1051/cocv:2007053

Almost sure properties of controlled diffusions and worst case properties of deterministic systems

Martino Bardi and Annalisa Cesaroni

Dipartimento di Matematica P. e A., Università di Padova, via Trieste 63, 35131 Padova, Italy; bardi@math.unipd.it; acesar@math.unipd.it


(Received January 11, 2006. Revised October 26, 2006. Published online October 13, 2007.)

Abstract
We compare a general controlled diffusion process with a deterministic system where a second controller drives the disturbance against the first controller. We show that the two models are equivalent with respect to two properties: the viability (or controlled invariance, or weak invariance) of closed smooth sets, and the existence of a smooth control Lyapunov function ensuring the stabilizability of the system at an equilibrium.


Mathematics Subject Classification. 93D09, 93E15, 49L25, 49N70

Key words: Controlled diffusion, robust control, differential game, invariance, viability, stabilization, viscosity solution, optimality principle


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