Speed of convergence to equilibrium in Wasserstein metrics for Kac-like kinetic equations

Federico Bassetti (University of Pavia)
Eleonora Perversi (University of Pavia)

Abstract


This work deals with a class of one-dimensional measure-valued kinetic equations, which constitute extensions of the Kac caricature. It is known that if the initial datum belongs to the domain of normal attraction of an $\alpha$-stable law, the solution of the equation converges weakly to  a suitable scale mixture of centered $\alpha$-stable laws. In this paper we present explicit exponential rates for the convergence to equilibrium in Kantorovich-Wasserstein distancesof order $p>\alpha$, under the natural assumption that the distancebetween the initial datum and the limit distribution is finite. For $\alpha=2$ this assumption reduces to the finiteness of the absolute moment of order $p$ of the initial datum. On the contrary, when $\alpha<2$, the situation is more problematic due to the fact that both the limit distributionand the initial datum have infinite absolute moment of any order $p >\alpha$. For this case, we provide sufficient conditions for the finiteness of the Kantorovich-Wasserstein distance.

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Pages: 1-35

Publication Date: January 11, 2013

DOI: 10.1214/EJP.v18-2054

References

  • Alsmeyer, G. and Meiners, M.: Fixed points of the smoothing transform: two-sided solutions. Probab. Theory Relat. Fields DOI: 10.1007/s00440-011-0395-y, (2011).
  • Bassetti, F. and Ladelli, L.: Self similar solutions in one-dimensional kinetic models: a probabilistic view. Ann.App.Prob. 22, (2012), 1928-1961.
  • Bassetti, Federico; Ladelli, Lucia; Matthes, Daniel. Central limit theorem for a class of one-dimensional kinetic equations. Probab. Theory Related Fields 150 (2011), no. 1-2, 77--109. MR2800905
  • Bassetti, Federico; Ladelli, Lucia; Regazzini, Eugenio. Probabilistic study of the speed of approach to equilibrium for an inelastic Kac model. J. Stat. Phys. 133 (2008), no. 4, 683--710. MR2456941
  • Bassetti, Federico; Ladelli, Lucia; Toscani, Giuseppe. Kinetic models with randomly perturbed binary collisions. J. Stat. Phys. 142 (2011), no. 4, 686--709. MR2773783
  • Bassetti, F.; Toscani, G. Explicit equilibria in a kinetic model of gambling. Phys. Rev. E (3) 81 (2010), no. 6, 066115, 7 pp. MR2736281
  • Basu, B., Chackabarti, B.K., Chackavart, S.R. and Gangopadhyay, K.: (Eds.): Econophysics & Economics of Games, Social Choices and Quantitative Techniques. phSpringer Verlag, Milan, 2010.
  • Bobylev, A. V.; Cercignani, C. Self-similar asymptotics for the Boltzmann equation with inelastic and elastic interactions. J. Statist. Phys. 110 (2003), no. 1-2, 333--375. MR1966332
  • Bobylev, A. V.; Cercignani, C.; Gamba, I. M. Generalized kinetic Maxwell type models of granular gases. Mathematical models of granular matter, 23--57, Lecture Notes in Math., 1937, Springer, Berlin, 2008. MR2436467
  • Bobylev, A. V.; Cercignani, C.; Gamba, I. M. On the self-similar asymptotics for generalized nonlinear kinetic Maxwell models. Comm. Math. Phys. 291 (2009), no. 3, 599--644. MR2534787
  • Carrillo, J. A.; Toscani, G. Contractive probability metrics and asymptotic behavior of dissipative kinetic equations. Riv. Mat. Univ. Parma (7) 6 (2007), 75--198. MR2355628
  • Cramér, Harald. On asymptotic expansions for sums of independent random variables with a limiting stable distribution. Sankhyā Ser. A 25 (1963), 13-24; addendum, ibid. 25 1963 216. MR0174079
  • Christoph, Gerd; Wolf, Werner. Convergence theorems with a stable limit law. Mathematical Research, 70. Akademie-Verlag, Berlin, 1992. 200 pp. ISBN: 3-05-501416-2 MR1202035
  • Dolera, Emanuele; Gabetta, Ester; Regazzini, Eugenio. Reaching the best possible rate of convergence to equilibrium for solutions of Kac's equation via central limit theorem. Ann. Appl. Probab. 19 (2009), no. 1, 186--209. MR2498676
  • Dolera, Emanuele; Regazzini, Eugenio. The role of the central limit theorem in discovering sharp rates of convergence to equilibrium for the solution of the Kac equation. Ann. Appl. Probab. 20 (2010), no. 2, 430--461. MR2650038
  • Durrett, Richard; Liggett, Thomas M. Fixed points of the smoothing transformation. Z. Wahrsch. Verw. Gebiete 64 (1983), no. 3, 275--301. MR0716487
  • Fill, James Allen; Janson, Svante. Approximating the limiting Quicksort distribution. Analysis of algorithms (Krynica Morska, 2000). Random Structures Algorithms 19 (2001), no. 3-4, 376--406. MR1871560
  • Fristedt, Bert; Gray, Lawrence. A modern approach to probability theory. Probability and its Applications. Birkhäuser Boston, Inc., Boston, MA, 1997. xx+756 pp. ISBN: 0-8176-3807-5 MR1422917
  • Gabetta, Ester; Regazzini, Eugenio. Central limit theorems for solutions of the Kac equation: speed of approach to equilibrium in weak metrics. Probab. Theory Related Fields 146 (2010), no. 3-4, 451--480. MR2574735
  • Gabetta, Ester; Regazzini, Eugenio. Complete characterization of convergence to equilibrium for an inelastic Kac model. J. Stat. Phys. 147 (2012), no. 5, 1007--1019. MR2946634
  • Ibragimov, I. A.; Linnik, Yu. V. Independent and stationary sequences of random variables. With a supplementary chapter by I. A. Ibragimov and V. V. Petrov. Translation from the Russian edited by J. F. C. Kingman. Wolters-Noordhoff Publishing, Groningen, 1971. 443 pp. MR0322926
  • Kac, M. Foundations of kinetic theory. Proceedings of the Third Berkeley Symposium on Mathematical Statistics and Probability, 1954–1955, vol. III, pp. 171--197. University of California Press, Berkeley and Los Angeles, 1956. MR0084985
  • Liu, Quansheng. Fixed points of a generalized smoothing transformation and applications to the branching random walk. Adv. in Appl. Probab. 30 (1998), no. 1, 85--112. MR1618888
  • Matthes, Daniel; Toscani, Giuseppe. On steady distributions of kinetic models of conservative economies. J. Stat. Phys. 130 (2008), no. 6, 1087--1117. MR2379241
  • Matthes, Daniel; Toscani, Giuseppe. Propagation of Sobolev regularity for a class of random kinetic models on the real line. Nonlinearity 23 (2010), no. 9, 2081--2100. MR2672637
  • McKean, H. P., Jr. Speed of approach to equilibrium for Kac's caricature of a Maxwellian gas. Arch. Rational Mech. Anal. 21 1966 343--367. MR0214112
  • Mathematical modeling of collective behavior in socio-economic and life sciences. Edited by Giovanni Naldi, Lorenzo Pareschi and Giuseppe Toscani. Modeling and Simulation in Science, Engineering and Technology. Birkhäuser Boston, Inc., Boston, MA, 2010. x+435 pp. ISBN: 978-0-8176-4945-6 MR2761862
  • Perversi, E. and Regazzini, E.: Sufficient and necessary conditions for the convergence to equilibrium for the solution of some kinetic equations. In preparation.
  • Pulvirenti, Ada; Toscani, Giuseppe. Asymptotic properties of the inelastic Kac model. J. Statist. Phys. 114 (2004), no. 5-6, 1453--1480. MR2039485
  • Rachev, S. T. and Ruschendorf, L.: Mass transportation problems, Vol. 2. phSpringer, New York, 1998.
  • Stout, William. Almost sure invariance principles when $EX_{1}^{2}=\infty $. Z. Wahrsch. Verw. Gebiete 49 (1979), no. 1, 23--32. MR0539661
  • von Bahr, Bengt; Esseen, Carl-Gustav. Inequalities for the $r$th absolute moment of a sum of random variables, $1\leq r\leq 2$. Ann. Math. Statist 36 1965 299--303. MR0170407
  • Wild, E. On Boltzmann's equation in the kinetic theory of gases. Proc. Cambridge Philos. Soc. 47, (1951). 602--609. MR0042999
  • Zolotarev, V. M. One-dimensional stable distributions. Translated from the Russian by H. H. McFaden. Translation edited by Ben Silver. Translations of Mathematical Monographs, 65. American Mathematical Society, Providence, RI, 1986. x+284 pp. ISBN: 0-8218-4519-5 MR0854867


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