Abstract
We study here a very popular 1D jump model introduced by Kac: it consists of N velocities encountering random binary collisions at which they randomly exchange energy. We show the uniform (in N) exponential contractivity of the dynamics in a non-standard Monge-Kantorovich-Wasserstein: precisely the MKW metric of order 2 on the energy. The result is optimal in the sense that for each N, the contractivity constant is equal to the \(L^2\) spectral gap of the generator associated to Kac’s dynamic. As a corollary, we get an uniform but non optimal contractivity in the MKW metric of order 4. We use a simple coupling that works better that the parallel one. The estimates are simple and new (to the best of our knowledge).
References
Carlen, E., Carvalho, M., Loss, M.: Determination of the spectral gap for Kacs master equation and related stochastic evolution. Acta Math. 191, 1–54 (2003)
Carlen, E., Carvalho, M., Loss, M.: Kinetic theory and the Kac master equation. Entropy and the Quantum II. Contemporary Mathematics, vol. 552, pp. 1–20. American Mathematical Society, Providence (2011)
Chen, M.-F.: Eigenvalues, inequalities, and ergodic theory. Probability and Its Applications (New York). Springer-Verlag, London (2005)
Cortez, R., Fontbona, J.: Quantitative propagation of chaos for generalized Kac particle systems, to appear in Ann. Appl. Probab., arXiv:1406.2115
Kac, M.: Foundations of kinetic theory. In: 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)
Maslen, D.K.: The eigenvalues of Kac’s master equation. Math. Z. 243, 291–331 (2003)
Mischler, S., Mouhot, C.: Kac’s program in kinetic theory. Invent. Math. 193, 1–147 (2013)
Oliveira, R.I.: On the convergence to equilibrium of Kac’s random walk on matrices. Ann. Appl. Probab. 19, 1200–1231 (2009)
Rousset, M.: A \(N\)-uniform quantitative Tanaka’s theorem for the conservative Kac’s \(N\)-particle system with Maxwell molecules, arXiv:1407.1965 (2014)
Tanaka, H.: Probabilistic treatment of the boltzmann equation of Maxwellian molecules. Z. Wahrsch. Verw. Gebiete 46, 67–105 (1978)
Acknowledgments
The author would like to thank Matthias Rousset and Alexandre Gaudillière for very stimulating discussion about that problem: in particular the proof of Corollary 1 is due to the latter; and also Max Fathi for pointing out reference [8], which uses a similar argument to prove the uniform contractivity in MKW distance of order 2 of the Kac model on SO(n) (but with a mixing time that is quadratic in the number of jump, instead of linear here).
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Hauray, M. Uniform Contractivity in Wasserstein Metric for the Original 1D Kac’s Model. J Stat Phys 162, 1566–1570 (2016). https://doi.org/10.1007/s10955-016-1476-1
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DOI: https://doi.org/10.1007/s10955-016-1476-1