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Dimensional contraction via Markov transportation distance

Guillin, Arnaud; Gentil, Ivan; Bolley, François (2014), Dimensional contraction via Markov transportation distance, Journal of The London Mathematical Society, 90, 1, p. 309-332. http://dx.doi.org/10.1112/jlms/jdu027

Type
Article accepté pour publication ou publié
External document link
http://hal.archives-ouvertes.fr/hal-00808717
Date
2014
Journal name
Journal of The London Mathematical Society
Volume
90
Number
1
Publisher
Oxford University Press
Pages
309-332
Publication identifier
http://dx.doi.org/10.1112/jlms/jdu027
Metadata
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Author(s)
Guillin, Arnaud
Gentil, Ivan
Bolley, François
Abstract (EN)
It is now well known that curvature conditions {\it á la} Bakry-Émery are equivalent to contraction properties of the heat semigroup with respect to the Wasserstein distance. However, this curvature condition may include a dimensional correction which up to now had not induced any strenghtening of this contraction. We first consider the simplest example of the Euclidean heat semigroup, and prove that indeed it is so. To consider the case of a general Markov semigroup, we introduce a new distance between probability measures, based on the semigroup and its carré du champ, and adapted to them. We prove that this Markov transportation distance satisfies the same properties as the Wasserstein distance in the specific case of the Euclidean heat semigroup, namely dimensional contraction properties and Evolutional variational inequalities.
Subjects / Keywords
Curvature-dimension bounds; Markov semigroups; Wasserstein distance; Diffusion equations

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