Skip to main content
Log in

Contractions in the 2-Wasserstein Length Space and Thermalization of Granular Media

  • Published:
Archive for Rational Mechanics and Analysis Aims and scope Submit manuscript

Abstract

An algebraic decay rate is derived which bounds the time required for velocities to equilibrate in a spatially homogeneous flow-through model representing the continuum limit of a gas of particles interacting through slightly inelastic collisions. This rate is obtained by reformulating the dynamical problem as the gradient flow of a convex energy on an infinite-dimensional manifold. An abstract theory is developed for gradient flows in length spaces, which shows how degenerate convexity (or even non-convexity) — if uniformly controlled — will quantify contractivity (limit expansivity) of the flow.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Agueh, M.: Existence of solutions to degenerate parabolic equations via the Monge-Kantorovich theory. PhD Thesis, Georgia Institute of Technology, 2002

  2. Agueh, M., Ghoussoub, N., Kang, X.: Geometric inequalities via a general comparison principle for interacting gases. Geom. Funct. Anal. 14, 215–244 (2004)

    Article  MATH  MathSciNet  Google Scholar 

  3. Agueh, M., Ghoussoub, N., Kang, X.: The optimal evolution of the free energy of interacting gases and its applications. C. R. Math. Acad. Sci. Paris, Ser. I 337, 173–178 (2003)

    MATH  MathSciNet  Google Scholar 

  4. Agueh, M.: Asymptotic behavior for doubly degenerate parabolic equations. C. R. Math. Acad. Sci. Paris, Ser. I 337, 331–336 (2003)

    MATH  MathSciNet  Google Scholar 

  5. Albeverio, S., Röckner, M.: Classical Dirichlet froms on topological vector spaces–closability and a Cameron-Martin formula. J. Funct. Anal. 88, 395–436 (1990)

    Article  MATH  MathSciNet  Google Scholar 

  6. Alt, H.W., Luckhaus, S.: Quasilinear elliptic-parabolic differential equations. Math. Z. 183, 311–341 (1983)

    Article  MATH  MathSciNet  Google Scholar 

  7. Ambrosio, L.A., Gigli, N., Savaré, G.: Gradient flows with metric and differentiable structures, and applications to the Wasserstein space. To appear in the proceedings of the meeting “Nonlinear Evolution Equations” held in the Academy of Lincei in Rome.

  8. Ambrosio, L.A., Gigli, N., Savaré, G.: Gradient flows in metric spaces and in the space of probability measures. Lectures in Mathematics, Birkhäuser, 2005

  9. Ball, K., Carlen, E.A., Lieb, E.H.: Sharp uniform convexity and smoothness inequalities for trace norms. Invent. Math. 115, 463–482 (1994)

    Article  ADS  MATH  MathSciNet  Google Scholar 

  10. Bakry, E., Emery, M.: Diffusions hypercontractives. In: Sem. Probab. XIX LNM 1123. Springer, New York, 1985, pp. 177–206

  11. Benedetto, D., Caglioti, E., Pulvirenti, M.: A kinetic equation for granular media. RAIRO Modél. Math. Anal. Numér. 31, 615–641 (1997)

    MATH  MathSciNet  Google Scholar 

  12. Benedetto, D., Caglioti, E., Carrillo, J.A., Pulvirenti, M.: A non-maxwellian steady distribution for one-dimensional granular media. J. Stat. Phys. 91, 979–990 (1998)

    Article  MATH  MathSciNet  Google Scholar 

  13. Benedetto, D., Caglioti, E., Golse, F., Pulvirenti, M.: A hydrodynamic model arising in the context of granular media. Comput. Math. Appl. 38, 121–131 (1999)

    Article  MATH  MathSciNet  Google Scholar 

  14. Bertsch, M., Hilhorst, D.: A density dependent diffusion equation in population dynamics: stabilization to equilibrium. SIAM J. Math. Anal. 17, 863–883 (1986)

    Article  MATH  MathSciNet  Google Scholar 

  15. Biane, P., Speicher, R.: Free diffusions, free entropy and free Fisher information. Ann. Inst. H. Poincaré Probab. Statist. 37, 581–606 (2001)

    Article  MATH  MathSciNet  ADS  Google Scholar 

  16. Blower, G.: Displacement convexity for the generalized orthogonal ensemble. J. Statist. Phys. 116, 1359–1387 (2004)

    Article  MathSciNet  MATH  ADS  Google Scholar 

  17. Bolley, F., Brenier, Y., Loeper, G.: Contractive metrics for scalar conservation laws. To appear in Journal of Hyperbolic Differential Equations.

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

    MATH  MathSciNet  Google Scholar 

  19. Carlen, E., Gangbo, W.: Constrained steepest descent in the 2-Wasserstein metric. Annals Math. 157, 807–846 (2003)

    Article  MATH  MathSciNet  Google Scholar 

  20. Carrillo, J.A., Fellner, K.: Long time asymptotics via entropy methods for diffusion dominated equations. Asymptotic Analysis 42, 29–54 (2005)

    MATH  MathSciNet  Google Scholar 

  21. Carrillo, J.A., Gualdani, M.P., Toscani, G.: Finite speed of propagation for the porous medium equation by mass transportation methods. C. R. Math. Acad. Sci. Paris, Ser. I 338, 815–818 (2004)

    MATH  MathSciNet  Google Scholar 

  22. Carrillo, J.A., Jüngel, A., Markowich, P.A., Toscani, G., Unterreiter, A.: Entropy dissipation methods for degenerate parabolic systems and generalized Sobolev inequalities. Monatsh. Math. 133, 1–82 (2001)

    Article  MATH  MathSciNet  Google Scholar 

  23. Carrillo, J.A., McCann, R.J., Villani, C.: Kinetic equilibration rates for granular media and related equations: entropy dissipation and mass transportation estimates. Rev. Matemática Iberoamericana 19, 1–48 (2003)

    Google Scholar 

  24. Carrillo, J.A., Toscani, G.: Asymptotic L 1-decay of solutions of the porous medium equation to self-similarity. Indiana Univ. Math. J. 49, 113–141 (2000)

    Article  MATH  MathSciNet  Google Scholar 

  25. Carrillo, J.A., Toscani, G.: Wasserstein metric and large–time asymptotics of nonlinear diffusion equations. In: New Trends in Mathematical Physics, (In Honour of the Salvatore Rionero 70th Birthday). World Scientific, 2005

  26. Cordero-Erausquin, D.: Some applications of mass transport to Gaussian-type inequalities. Arch. Ration. Mech. Anal. 161, 257–269 (2002)

    Article  MATH  MathSciNet  Google Scholar 

  27. Cordero-Erausquin, D., Gangbo, W., Houdre, C.: Inequalities for generalized entropy and optimal transportation. In: Recent advances in the theory and applications of mass transport, 73–94, Contemp. Math. 353, Amer. Math. Soc., Providence, RI, 2004

  28. Dudley, R.M.: Probabilities and metrics - Convergence of laws on metric spaces, with a view to statistical testing. Universitet Matematisk Institut, Aarhus, Denmark, 1976

  29. Gangbo, W., McCann, R.J.: Shape recognition via Wasserstein distance. Quart. J. Appl. Math. 4, 705–737 (2000)

    MATH  MathSciNet  Google Scholar 

  30. Givens, C.R., Shortt, R.M.: A class of Wasserstein metrics for probability distributions. Michigan Math. J. 31, 231–240 (1984)

    Article  MATH  MathSciNet  Google Scholar 

  31. Gromov, M.: Structures métriques pour les variétés riemanniennes. Lafontaine, J., and Pansu, P. (eds.) Cedic/Fernand Nathan, Paris, 1981

  32. Gromov, M.: Metric Structures for Riemannian and non-Riemannian Spaces. Lafontaine, J., Pansu, P. (eds.) With appendices by S. Semmes. Birkhauser, Boston, 1999

  33. Gross, L.: Logarithmic Sobolev inequalities. Amer. J. of Math. 97, 10610–1083 (1975)

    Google Scholar 

  34. Kantorovich, L.V., Rubinstein, G.S.: On a space of completely additive functions. Vestnik Leningrad. Univ. 13, 52–59 (1958)

    MATH  MathSciNet  Google Scholar 

  35. Li, H., Toscani, G.: Long–time asymptotics of kinetic models of granular flows. Arch. Ration. Mech. Anal. 172, 407–428 (2004)

    Article  MATH  MathSciNet  Google Scholar 

  36. Lott, J., Villani, C.: Ricci curvature for metric-measure spaces via optimal transport. Preprint at http://www.math.lsa.umich.edu/∼lott/

  37. McCann, R.J.: Existence and uniqueness of monotone measure-preserving maps. Duke Math. J. 80, 309–323 (1995)

    Article  MATH  MathSciNet  Google Scholar 

  38. McCann, R.J.: A convexity principle for interacting gases. Adv. Math. 128, 153–179 (1997)

    Article  MATH  MathSciNet  Google Scholar 

  39. McCann, R.J.: Equilibrium shapes for planar crystals in an external field. Comm. Math. Phys. 195, 699–723 (1998)

    Article  ADS  MATH  MathSciNet  Google Scholar 

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

    Article  MATH  MathSciNet  Google Scholar 

  41. Otto, F.: The geometry of dissipative evolution equations: the porous medium equation. Comm. Partial Differential Equations 26, 101–174 (2001)

    Article  MATH  MathSciNet  Google Scholar 

  42. Otto, F., Villani, C.: Generalization of an inequality by Talagrand and links with the logarithmic Sobolev inequality. J. Funct. Anal 173, 361–400 (2001)

    Article  MathSciNet  Google Scholar 

  43. Rachev, S.T., Rüschendorf, L.: Mass transportation problems. In: Probability and its Applications. Springer-Verlag, New York, 1998

  44. Sturm, K.-T.: Convex functionals of probability measures and nonlinear diffusions on manifolds. To appear in J. Math. Pures Appl.

  45. Sturm, K.-T.: Generalized Ricci bounds and convergence of metric measure spaces. To appear in C. R. Acad. Sci. Paris Sér. I Math.

  46. Sturm, K.-T.: On the geometry of metric measure spaces. SFB Preprint #203, Bonn. http://www-wt.iam.uni-bonn.de/∼sturm/en/index.html

  47. Sturm, K.-T., von Renesse, M.-K.: Transport inequalities, gradient estimates, entropy and Ricci curvature. To appear in Comm. Pure Appl. Math.

  48. Talagrand, M.: Transportation cost for Gaussian and other transport measures. Geom. Func. Anal. 6, 587–600 (1996)

    Article  MATH  MathSciNet  Google Scholar 

  49. Toscani, G.: One-dimensional kinetic models of granular flows. RAIRO Modél. Math. Anal. Numér. 34, 1277–1291 (2000)

    MATH  MathSciNet  Google Scholar 

  50. Villani, C.: Topics in optimal transportation. Graduate Studies in Mathematics Vol. 58. Amer. Math. Soc, Providence, 2003

  51. Wasserstein, L.N.: Markov processes over denumerable products of spaces describing large systems of automata. Problems of Information Transmission 5, 47–52 (1969)

    MathSciNet  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to José A. Carrillo.

Additional information

Communicated by L. Ambrosio

Rights and permissions

Reprints and permissions

About this article

Cite this article

Carrillo, J., McCann, R. & Villani, C. Contractions in the 2-Wasserstein Length Space and Thermalization of Granular Media. Arch. Rational Mech. Anal. 179, 217–263 (2006). https://doi.org/10.1007/s00205-005-0386-1

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00205-005-0386-1

Keywords

Navigation