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

  • Université Paris Dauphine
  • MOKAPLAN

Research output: Contribution to journalArticlepeer-review

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 entropic cost CT, is here deeply investigated. In this paper we study the regularity of CT with respect to the parameter T under a curvature condition and explicitly compute its first and second derivative. As applications: - we determine the large-time limit of CT 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↦TCT around T=0 from the first to the second order.

Original languageEnglish
Article number108964
JournalJournal of Functional Analysis
Volume280
Issue number11
DOIs
Publication statusPublished - 1 Jun 2021

Keywords

  • Entropic cost
  • Optimal transport
  • Schrödinger problem
  • Short- and long-time behavior

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