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Partial regularity for optimal transport maps

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Abstract

We prove that, for general cost functions on R n, or for the cost d 2/2 on a Riemannian manifold, optimal transport maps between smooth densities are always smooth outside a closed singular set of measure zero.

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References

  1. L. Ambrosio, N. Gigli and G. Savaré, Gradient Flows in Metric Spaces and in the Space of Probability Measures, 2nd ed., Lectures in Mathematics ETH Zürich, Birkhäuser, Basel, 2008.

    MATH  Google Scholar 

  2. Y. Brenier, Polar factorization and monotone rearrangement of vector-valued functions, Commun. Pure Appl. Math., 44 (1991), 375–417.

    Article  MATH  MathSciNet  Google Scholar 

  3. L. A. Caffarelli, A localization property of viscosity solutions to the Monge-Ampère equation and their strict convexity, Ann. Math. (2), 131 (1990), 129–134.

    Article  MATH  MathSciNet  Google Scholar 

  4. L. A. Caffarelli, Some regularity properties of solutions of Monge Ampère equation, Commun. Pure Appl. Math., 44 (1991), 965–969.

    Article  MATH  MathSciNet  Google Scholar 

  5. L. A. Caffarelli, The regularity of mappings with a convex potential, J. Am. Math. Soc., 5 (1992), 99–104.

    Article  MATH  MathSciNet  Google Scholar 

  6. L. A. Caffarelli, Interior W 2,p estimates for solutions of the Monge-Ampère equation, Ann. Math. (2), 131 (1990), 135–150.

    Article  MATH  MathSciNet  Google Scholar 

  7. L. A. Caffarelli, M. M. Gonzáles and T. Nguyen, A perturbation argument for a Monge-Ampère type equation arising in optimal transportation. Preprint (2011).

  8. L. A. Caffarelli and Y. Y. Li, A Liouville theorem for solutions of the Monge-Ampère equation with periodic data, Ann. Inst. Henri Poincaré, Anal. Non Linéaire, 21 (2004), 97–120.

    MATH  MathSciNet  Google Scholar 

  9. D. Cordero-Erausquin, R. J. McCann and M. Schmuckenschläger, A Riemannian interpolation inequality à la Borell, Brascamp and Lieb, Invent. Math., 146 (2001), 219–257.

    Article  MATH  MathSciNet  Google Scholar 

  10. P. Delanoë and Y. Ge, Regularity of optimal transportation maps on compact, locally nearly spherical, manifolds, J. Reine Angew. Math., 646 (2010), 65–115.

    MATH  MathSciNet  Google Scholar 

  11. P. Delanoë and F. Rouvière, Positively curved Riemannian locally symmetric spaces are positively squared distance curved, Can. J. Math., 65 (2013), 757–767.

    Article  MATH  Google Scholar 

  12. L. C. Evans and R. F. Gariepy, Measure Theory and Fine Properties of Functions, Studies in Advanced Mathematics, CRC Press, Boca Raton, 1992.

    MATH  Google Scholar 

  13. A. Fathi and A. Figalli, Optimal transportation on non-compact manifolds, Isr. J. Math., 175 (2010), 1–59.

    Article  MATH  MathSciNet  Google Scholar 

  14. A. Figalli, Existence, uniqueness, and regularity of optimal transport maps, SIAM J. Math. Anal., 39 (2007), 126–137.

    Article  MATH  MathSciNet  Google Scholar 

  15. A. Figalli, Regularity of optimal transport maps [after Ma-Trudinger-Wang and Loeper]. (English summary) Séminaire Bourbaki. Volume 2008/2009. Exposés 997–1011. Astérisque No. 332 (2010), Exp. No. 1009, ix, 341–368.

  16. A. Figalli, Regularity properties of optimal maps between nonconvex domains in the plane, Commun. Partial Differ. Equ., 35 (2010), 465–479.

    Article  MATH  MathSciNet  Google Scholar 

  17. A. Figalli and N. Gigli, Local semiconvexity of Kantorovich potentials on non-compact manifolds, ESAIM Control Optim. Calc. Var., 17 (2011), 648–653.

    Article  MATH  MathSciNet  Google Scholar 

  18. A. Figalli and Y. H. Kim, Partial regularity of Brenier solutions of the Monge-Ampère equation, Discrete Contin. Dyn. Syst., 28 (2010), 559–565.

    Article  MATH  MathSciNet  Google Scholar 

  19. A. Figalli, Y. H. Kim and R. J. McCann, Hölder continuity and injectivity of optimal maps, Arch. Ration. Mech. Anal., 209 (2013), 747–795.

    Article  MATH  MathSciNet  Google Scholar 

  20. A. Figalli, Y. H. Kim and R. J. McCann, Regularity of optimal transport maps on multiple products of spheres, J. Eur. Math. Soc. (JEMS), 5 (2013), 1131–1166.

    Article  MathSciNet  Google Scholar 

  21. A. Figalli and G. Loeper, C 1 regularity of solutions of the Monge-Ampère equation for optimal transport in dimension two, Calc. Var. Partial Differ. Equ., 35 (2009), 537–550.

    Article  MATH  MathSciNet  Google Scholar 

  22. A. Figalli and L. Rifford, Continuity of optimal transport maps and convexity of injectivity domains on small deformations of S 2, Commun. Pure Appl. Math., 62 (2009), 1670–1706.

    Article  MATH  MathSciNet  Google Scholar 

  23. A. Figalli, L. Rifford and C. Villani, On the Ma-Trudinger-Wang curvature on surfaces, Calc. Var. Partial Differ. Equ., 39 (2010), 307–332.

    Article  MATH  MathSciNet  Google Scholar 

  24. A. Figalli, L. Rifford and C. Villani, Necessary and sufficient conditions for continuity of optimal transport maps on Riemannian manifolds, Tohoku Math. J. (2), 63 (2011), 855–876.

    Article  MATH  MathSciNet  Google Scholar 

  25. A. Figalli, L. Rifford and C. Villani, Nearly round spheres look convex, Am. J. Math., 134 (2012), 109–139.

    Article  MATH  MathSciNet  Google Scholar 

  26. C. Gutierrez, The Monge-Ampére Equation, Progress in Nonlinear Differential Equations and Their Applications, vol. 440, Birkhäuser, Boston, 2001.

    Book  MATH  Google Scholar 

  27. H.-Y. Jian and X.-J. Wang, Continuity estimates for the Monge-Ampère equation, SIAM J. Math. Anal., 39 (2007), 608–626.

    Article  MATH  MathSciNet  Google Scholar 

  28. Y.-H. Kim, Counterexamples to continuity of optimal transport maps on positively curved Riemannian manifolds, Int. Math. Res. Not. IMRN 2008, Art. ID rnn120, 15 pp.

  29. Y.-H. Kim and R. J. McCann, Towards the smoothness of optimal maps on Riemannian submersions and Riemannian products (of round spheres in particular), J. Reine Angew. Math., 664 (2012), 1–27.

    Article  MATH  MathSciNet  Google Scholar 

  30. J. Liu, N. S. Trudinger and X.-J. Wang, Interior C 2,α regularity for potential functions in optimal transportation, Commun. Partial Differ. Equ., 35 (2010), 165–184.

    Article  MATH  MathSciNet  Google Scholar 

  31. G. Loeper, On the regularity of solutions of optimal transportation problems, Acta Math., 202 (2009), 241–283.

    Article  MATH  MathSciNet  Google Scholar 

  32. G. Loeper, Regularity of optimal maps on the sphere: The quadratic cost and the reflector antenna, Arch. Ration. Mech. Anal., 199 (2011), 269–289.

    Article  MATH  MathSciNet  Google Scholar 

  33. X. N. Ma, N. S. Trudinger and X. J. Wang, Regularity of potential functions of the optimal transportation problem, Arch. Ration. Mech. Anal., 177 (2005), 151–183.

    Article  MATH  MathSciNet  Google Scholar 

  34. R. J. McCann, Polar factorization of maps on Riemannian manifolds, Geom. Funct. Anal., 11 (2001), 589–608.

    Article  MATH  MathSciNet  Google Scholar 

  35. N. S. Trudinger and X.-J. Wang, On the second boundary value problem for Monge-Ampère type equations and optimal transportation, Ann. Sc. Norm. Super. Pisa Cl. Sci. (5), 8 (2009), 143–174.

    MATH  MathSciNet  Google Scholar 

  36. N. S. Trudinger and X.-J. Wang, On strict convexity and continuous differentiability of potential functions in optimal transportation, Arch. Ration. Mech. Anal., 192 (2009), 403–418.

    Article  MATH  MathSciNet  Google Scholar 

  37. C. Villani, Optimal Transport. Old and New, Grundlehren der Mathematischen Wissenschaften [Fundamental Principles of Mathematical Sciences], vol. 338, Springer, Berlin, 2009.

    Book  MATH  Google Scholar 

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Correspondence to Alessio Figalli.

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De Philippis, G., Figalli, A. Partial regularity for optimal transport maps. Publ.math.IHES 121, 81–112 (2015). https://doi.org/10.1007/s10240-014-0064-7

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  • DOI: https://doi.org/10.1007/s10240-014-0064-7

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