Prékopa–Leindler type inequalities on Riemannian manifolds, Jacobi fields, and optimal transport
Annales de la Faculté des sciences de Toulouse : Mathématiques, Serie 6, Volume 15 (2006) no. 4, pp. 613-635.

We investigate Prékopa-Leindler type inequalities on a Riemannian manifold M equipped with a measure with density e -V where the potential V and the Ricci curvature satisfy Hess x V+Ric x λI for all xM, with some λ. As in our earlier work [14], the argument uses optimal mass transport on M, but here, with a special emphasis on its connection with Jacobi fields. A key role will be played by the differential equation satisfied by the determinant of a matrix of Jacobi fields. We also present applications of the method to logarithmic Sobolev inequalities (the Bakry-Emery criterion will be recovered) and to transport inequalities. A study of the displacement convexity of the entropy functional completes the exposition.

Nous étudions l’extension d’inégalités de type Prékopa- Leindler au cas d’une variété riemannienne M équipée d’une mesure ayant une densité e -V où le potentiel V et la courbure de Ricci vérifient Hess x V+Ric x λI(xM), pour un certain λ. Nous ferons appel, comme dans notre travail précédent [14], au transport optimal de mesure. Mais nous exploiterons plus encore son lien avec les champs de Jacobi, ce qui permettra de ramener la discussion à l’étude du déterminant d’une matrice de champs de Jacobi. Nous présentons également d’autres applications de la méthode, en particulier aux inégalités de Sobolev logarithmiques (critère de Bakry-Emery) et à l’étude de la convexité de déplacement de la fonctionnelle entropie.

DOI: 10.5802/afst.1132

Dario Cordero-Erausquin 1; Robert J. McCann 2; Michael Schmuckenschläger 3

1 Laboratoire d’Analyse et de Mathématiques Appliquées, Université de Marne la Vallée, 77454 Marne la Vallée Cedex 2, France.
2 Department of Mathematics, University of Toronto, Toronto Ontario Canada M5S 3G3.
3 Institut für Analysis und Numerik, Universität Linz, A-4040 Linz, Österreich.
@article{AFST_2006_6_15_4_613_0,
     author = {Dario Cordero-Erausquin and Robert J. McCann and Michael Schmuckenschl\"ager},
     title = {Pr\'ekopa{\textendash}Leindler type inequalities on {Riemannian} manifolds, {Jacobi} fields, and optimal transport},
     journal = {Annales de la Facult\'e des sciences de Toulouse : Math\'ematiques},
     pages = {613--635},
     publisher = {Universit\'e Paul Sabatier, Institut de Math\'ematiques},
     address = {Toulouse},
     volume = {Ser. 6, 15},
     number = {4},
     year = {2006},
     doi = {10.5802/afst.1132},
     mrnumber = {2295207},
     zbl = {1125.58007},
     language = {en},
     url = {https://afst.centre-mersenne.org/articles/10.5802/afst.1132/}
}
TY  - JOUR
AU  - Dario Cordero-Erausquin
AU  - Robert J. McCann
AU  - Michael Schmuckenschläger
TI  - Prékopa–Leindler type inequalities on Riemannian manifolds, Jacobi fields, and optimal transport
JO  - Annales de la Faculté des sciences de Toulouse : Mathématiques
PY  - 2006
SP  - 613
EP  - 635
VL  - 15
IS  - 4
PB  - Université Paul Sabatier, Institut de Mathématiques
PP  - Toulouse
UR  - https://afst.centre-mersenne.org/articles/10.5802/afst.1132/
DO  - 10.5802/afst.1132
LA  - en
ID  - AFST_2006_6_15_4_613_0
ER  - 
%0 Journal Article
%A Dario Cordero-Erausquin
%A Robert J. McCann
%A Michael Schmuckenschläger
%T Prékopa–Leindler type inequalities on Riemannian manifolds, Jacobi fields, and optimal transport
%J Annales de la Faculté des sciences de Toulouse : Mathématiques
%D 2006
%P 613-635
%V 15
%N 4
%I Université Paul Sabatier, Institut de Mathématiques
%C Toulouse
%U https://afst.centre-mersenne.org/articles/10.5802/afst.1132/
%R 10.5802/afst.1132
%G en
%F AFST_2006_6_15_4_613_0
Dario Cordero-Erausquin; Robert J. McCann; Michael Schmuckenschläger. Prékopa–Leindler type inequalities on Riemannian manifolds, Jacobi fields, and optimal transport. Annales de la Faculté des sciences de Toulouse : Mathématiques, Serie 6, Volume 15 (2006) no. 4, pp. 613-635. doi : 10.5802/afst.1132. https://afst.centre-mersenne.org/articles/10.5802/afst.1132/

[1] S. Alesker; S. Dar; V. Milman A remarkable measure preserving diffeomorphism between two convex bodies in n ,, Geom. Dedicata, Volume 74 (1999), pp. 201-212 | MR | Zbl

[2] L.A. Ambrosio; N. Gigli; G. Savaré Gradient flows with metric and differentiable structures,and applications to the Wasserstein space (To appear in the Academy of Lincei proceedings on “Nonlinear evolution equations”, Rome) | Zbl

[3] D. Bakry; M. Emery Séminaire de Probabilités, Diffusions hypercontractives (Lecture Notes in Math), Volume 1123 (1985), pp. 177-206 | Numdam | MR | Zbl

[4] K.M. Ball An elementary introduction to modern convex geometry, Flavors of geometry, Math. Sci. Res. Inst. Publ. (1997), pp. 1-58 | MR | Zbl

[5] F. Barthe On a reverse form of the Brascamp-Lieb inequality, Invent. Math., Volume 134 (1998) no. 2, pp. 335-361 | MR | Zbl

[6] S. Bobkov; M. Ledoux From Brunn-Minkowski to Brascamp-Lieb and to logarithmic Sobolev inequalities, Geom. Funct. Anal., Volume 10 (2000), pp. 1028-1052 | MR | Zbl

[7] S. Bobkov; I. Gentil; M. Ledoux Hypercontractivity of Hamilton-Jacobi equations, J. Math. Pures Appl., Volume 80 (2001) no. 7, pp. 669-696 | MR | Zbl

[8] C. Borell Convex set functions in d-space, Period. Math. Hungar., Volume 6 (1975), pp. 111-136 | MR | Zbl

[9] H.J. Brascamp; E.H. Lieb On extensions of the Brunn-Minkowski and Prékopa-Leindler theorems, including inequalities for log concave functions, and with an application to the diffusion equation,, J. Funct. Anal., Volume 22 (1976), pp. 366-389 | MR | Zbl

[10] Y. Brenier Polar factorization and monotone rearrangement of vector-valued functions, Comm. Pure Appl. Math., Volume 44 (1991), pp. 375-417 | MR | Zbl

[11] J.A. Carrillo; R.J. McCann; C. Villani Contractions in the 2-Wasserstein length space and thermalization of granular media (to appear in Arch. Rational Mech. Anal.) | MR | Zbl

[12] I. Chavel Riemannian Geometry—a Modern Introduction, Cambridge Tracts in Math, Volume 108 (1993) | MR | Zbl

[13] D. Cordero-Erausquin Some applications of mass transport to Gaussian type inequalities, Arch. Rational Mech. Anal., Volume 161 (2002) no. 257–269 | MR | Zbl

[14] D. Cordero-Erausquin; R.J. McCann; M. Schmuckenschläger A Riemannian interpolation inequality à la Borell, Brascamp and Lieb, Invent. Math., Volume 146 (2001), pp. 219-257 | MR | Zbl

[15] D. Cordero-Erausquin; B. Nazaret; C. Villani A mass-transportation approach to sharp Sobolev and Gagliardo-Nirenberg inequalities, Adv. Math., Volume 182 (2004) no. 2, pp. 307-332 | MR | Zbl

[16] S. Das Gupta Brunn-Minkowski inequality and its aftermath, J. Multivariate Anal. (1980) | MR | Zbl

[17] S. Gallot; D. Hulin; J. Lafontaine Riemannian Geometry, Springer-Verlag, 1990 | MR | Zbl

[18] R.J. Gardner The Brunn-Minkowski inequality, Bull. Amer. Math. Soc., Volume 39 (2002) no. 3, pp. 355-405 | MR | Zbl

[19] M. Gromov; V. Milman A topological application of the isoperimetric inequality, Amer. J. Math., Volume 105 (1983), pp. 843-854 | MR | Zbl

[20] H. Knothe Contributions to the theory of convex bodies, Michigan Math. J., Volume 4 (1957), pp. 39-52 | MR | Zbl

[21] M. Ledoux Concentration of measure and logarithmic Sobolev inequalities, Séminaire de Probabilités, Volume 33 (1999), pp. 120-216 | Numdam | MR | Zbl

[22] M. Ledoux Measure concentration, transportation cost, and functional inequalities, Summer School on Singular Phenomena and Scaling in Mathematical Models (2003)

[23] M Ledoux The concentration of measure phenomenon, American Mathematical Society, Providence, RI, 2001 | MR | Zbl

[24] L. Leindler On a certain converse of Hölder’s inequality, Acta Sci. Math., Volume 33 (1972), pp. 217-233 | MR | Zbl

[25] J. Lott; C. Villani Ricci curvature for metric-measure spaces via optimal transport (preprint)

[26] F. Maggi; C. Villani Balls have the worst best Sobolev inequality (preprint) | Zbl

[27] B. Maurey Some deviation inequalities, Geom. Funct. Anal., Volume 1 (1991), pp. 188-197 | MR | Zbl

[28] B. Maurey Inégalité de Brunn-Minkowski-Lusternik, et autres inégalités géométriques et fonctionnelles, Séminaire Bourbaki (2003) | Numdam | MR | Zbl

[29] R.J. McCann A Convexity Principle for Interacting Gases and Equilibrium Crystals, Princeton University (1994) (Ph. D. Thesis)

[30] R.J. McCann Existence and uniqueness of monotone measure-preserving maps, Duke. Math. J., Volume 80 (1995), pp. 309-323 | MR | Zbl

[31] R.J. McCann A convexity principle for interacting gases, Adv. Math., Volume 128 (1997), pp. 153-179 | MR | Zbl

[32] R.J. McCann Polar factorization of maps on Riemannian manifolds, Geom. Funct. Anal., Volume 11 (2001) no. 3, pp. 589-608 | MR | Zbl

[33] V.D. Milman; G. Schechtman Asymptotic theory of finite-dimensional normed spaces, Springer-Verlag, Berlin, 1986 | MR

[34] F. Otto The geometry of dissipative evolution equations: the porous medium equation, Comm. Partial Differential Equations, Volume 26 (2001) no. 1-2, pp. 101-174 | MR | Zbl

[35] F. Otto; C. Villani Generalization of an inequality by Talagrand and links with the logarithmic Sobolev inequality, J. Funct. Anal., Volume 173 (2000), pp. 361-400 | MR | Zbl

[36] A. Prékopa Logarithmic concave measures with application to stochastic programming, Acta Sci. Math., Volume 32 (1971), pp. 301-315 | MR | Zbl

[37] A. Prékopa On logarithmic concave measures and functions, Acta Sci. Math. (Szeged), Volume 34 (1973), pp. 335-343 | MR | Zbl

[38] M. Schmuckenschläger A concentration of measure phenomenon on uniformly convex bodies, GAFA Seminar (1992-1994) (1995), pp. 275-287 | MR | Zbl

[39] R. Schneider Convex Bodies: the Brunn-Minkowski Theory, Cambridge University Press, Cambridge, 1993 | MR | Zbl

[40] K.-T. Sturm Convex functionals of probability measures and nonlinear diffusions, J. Math. Pures Appl., Volume 84 (2005) | MR | Zbl

[41] K.-T. Sturm; M.-K. von Renesse Transport inequalities, gradient estimates, entropy and Ricci curvature, Comm. Pure Appl. Math., Volume 58 (2005), pp. 923-940 | MR | Zbl

[42] N.S. Trudinger Isoperimetric inequalities for quermassintegrals, Ann. Inst. H. Poincaré Anal. Non Linéaire, Volume 11 (1994), pp. 411-425 | Numdam | MR | Zbl

[43] C. Villani Graduate Studies in Math., Topics in Optimal Transportation, Volume 58, American Mathematical Society, Providence, RI, 2003 | MR | Zbl

Cited by Sources: