A formula for the time derivative of the entropic cost and applications

preprint2021arXivOpen access

Abstract

In the recent years the Schrödinger problem has gained a lot of attention because of the connection, in the small-noise regime, with the Monge-Kantorovich optimal transport problem. Its optimal value, the \emph{entropic cost} CT\mathscr{C}_T, is here deeply investigated. In this paper we study the regularity of CT\mathscr{C}_T with respect to the parameter TT under a curvature condition and explicitly compute its first and second derivative. As applications: - we determine the large-time limit of CT\mathscr{C}_T and provide sharp exponential convergence rates; we obtain this result not only for the classical Schrödinger problem but also for the recently introduced Mean Field Schrödinger problem [3]; - we improve the Taylor expansion of T↦TCTT \mapsto T\mathscr{C}_T around T=0T=0 from the first to the second order.

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