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Memoirs of the American Mathematical Society
Memoirs of the American Mathematical Society
ISSN 1947-6221(e) ISSN 0065-9266(p)

     

Second order analysis on $ (\mathscr P_2(M),W_2)$


Author: Nicola Gigli
Journal: Memoirs of the AMS 216 (2012)
MSC (2000): Primary 53C15, 49Q20
Posted: June 21, 2011
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Abstract | References | Similar Articles | Additional Information

Abstract: We develop a rigorous second order analysis on the space of probability measures on a Riemannian manifold endowed with the quadratic optimal transport distance $ W_2$. Our discussion comprehends: definition of covariant derivative, discussion of the problem of existence of parallel transport, calculus of the Riemannian curvature tensor, differentiability of the exponential map and existence of Jacobi fields. This approach does not require any smoothness assumption on the measures considered.


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Additional Information

Nicola Gigli
Affiliation: University of Bordeaux
Address at time of publication: Insitute of applied mathematic, Bonn
Email: nicolagigli@googlemail.com

DOI: http://dx.doi.org/10.1090/S0065-9266-2011-00619-2
PII: S 0065-9266(2011)00619-2
Keywords: Wesserstein distance, weak Riemannian structure
Received by editor(s): May 19, 2009
Received by editor(s) in revised form: November 13, 2009
Posted: June 21, 2011
Additional Notes: Partially financed by KAM faible, ANR-07-BLAN-0361
Article copyright: © Copyright 2011 American Mathematical Society




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