Sobolev estimates for optimal transport maps on Gaussian spaces

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TitreSobolev estimates for optimal transport maps on Gaussian spaces
Type de publicationJournal Article
Year of Publication2014
AuteursFang S, Nolot V
JournalJOURNAL OF FUNCTIONAL ANALYSIS
Volume266
Pagination5045-5084
Date PublishedAPR 15
Type of ArticleArticle
ISSN0022-1236
Mots-clésGaussian measures, Monge-Ampere equations, Optimal transportation, Sobolev estimates, Wiener space
Résumé

In this work, we will take the standard Gaussian measure as the reference measure and study the variation of optimal transport maps in Sobolev spaces with respect to it; as a by-product, an inequality which gives a precise link between the variation of entropy, Fisher information between source and target measures, with the Sobolev norm of the optimal transport map will be given. As applications, we will construct strong solutions to Monge-Ampere equations in finite dimension, as well as on the Wiener space, when the target measure satisfies the strong log-concavity condition. A result on the regularity on the optimal transport map on the Wiener space will be obtained. (C) 2014 Elsevier Inc. All rights reserved.

DOI10.1016/j.jfa.2014.02.017