Skip to main content
Log in

Cut-off for lamplighter chains on tori: dimension interpolation and Phase transition

  • Published:
Probability Theory and Related Fields Aims and scope Submit manuscript

Abstract

Given a finite, connected graph \(\mathsf {G}\), the lamplighter chain on \(\mathsf {G}\) is the lazy random walk \(X^\diamond \) on the associated lamplighter graph \(\mathsf {G}^\diamond =\mathbb {Z}_2 \wr \mathsf {G}\). The mixing time of the lamplighter chain on the torus \(\mathbb {Z}_n^d\) is known to have a cutoff at a time asymptotic to the cover time of \(\mathbb {Z}_n^d\) if \(d=2\), and to half the cover time if \(d \ge 3\). We show that the mixing time of the lamplighter chain on \(\mathsf {G}_n(a)=\mathbb {Z}_n^2 \times \mathbb {Z}_{a \log n}\) has a cutoff at \(\psi (a)\) times the cover time of \(\mathsf {G}_n(a)\) as \(n \rightarrow \infty \), where \(\psi \) is an explicit weakly decreasing map from \((0,\infty )\) onto [1 / 2, 1). In particular, as \(a > 0\) varies, the threshold continuously interpolates between the known thresholds for \(\mathbb {Z}_n^2\) and \(\mathbb {Z}_n^3\). Perhaps surprisingly, we find a phase transition (non-smoothness of \(\psi \)) at the point \(a_*=\pi r_3 (1+\sqrt{2})\), where high dimensional behavior (\(\psi (a)=1/2\) for all \(a \ge a_*\)) commences. Here \(r_3\) is the effective resistance from 0 to \(\infty \) in \(\mathbb {Z}^3\).

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.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5

We’re sorry, something doesn't seem to be working properly.

Please try refreshing the page. If that doesn't work, please contact support so we can address the problem.

References

  1. Aldous, D.J.: Threshold limits for cover times. J. Theor. Probab. 4(1), 197–211 (1991)

    Article  MathSciNet  MATH  Google Scholar 

  2. Bolthausen, E., Deuschel, J.-D., Giacomin, G.: Entropic repulsion and the maximum of the two-dimensional harmonic crystal. Ann. Probab. 29(4), 1670–1692 (2001)

    Article  MathSciNet  MATH  Google Scholar 

  3. Belius, D.: Gumbel fluctuations for cover times in the discrete torus. Probab. Theory Relat. Fields 157(3–4), 635–689 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  4. Brummelhuis, M., Hilhorst, H.: Covering of a finite lattice by a random walk. Phys. A 176(3), 387–408 (1991)

    Article  MathSciNet  Google Scholar 

  5. Ding, J.: On cover times for 2D lattices. Electron. J. Probab. 17(45), 18 (2012)

    MathSciNet  MATH  Google Scholar 

  6. Ding, J.: Asymptotics of cover times via Gaussian free fields: bounded-degree graphs and general trees. Ann. Probab. 42(2), 464–496 (2014)

    Article  MathSciNet  MATH  Google Scholar 

  7. Dembo, A., Kumagai, T., Nakamura, C.: Cutoff for lamplighter chains on fractals. Electron. J. Probab. 23(73), 1–21 (2018)

    MathSciNet  MATH  Google Scholar 

  8. Dembo, A., Peres, Y., Rosen, J.: How large a disc is covered by a random walk in \(n\) steps? Ann. Probab. 35(2), 577–601 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  9. Dembo, A., Peres, Y., Rosen, J., Zeitouni, O.: Cover times for Brownian motion and random walks in two dimensions. Ann. Math. (2) 160(2), 433–464 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  10. Dembo, A., Peres, Y., Rosen, J., Zeitouni, O.: Late points for random walks in two dimensions. Ann. Probab. 34(1), 219–263 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  11. Dembo, A., Zeitouni, O.: Large Deviations Techniques and Applications, Volume 38 of Stochastic Modelling and Applied Probability. Springer, Berlin (2010). (corrected reprint of the second edition, 1998)

    Book  MATH  Google Scholar 

  12. Fernique, X.: Regularité des trajectoires des fonctions aléatoires gaussiennes. In: École d’Été de Probabilités de Saint-Flour, IV-1974. Lecture Notes in Mathematics, vol. 480, pp. 1–96. Springer, Berlin (1975)

  13. Häggström, O., Jonasson, J.: Rates of convergence for lamplighter processes. Stoch. Process. Appl. 67(2), 227–249 (1997)

    Article  MathSciNet  MATH  Google Scholar 

  14. Janson, S.: Gaussian Hilbert Spaces. Cambridge Tracts in Mathematics, vol. 129. Cambridge University Press, Cambridge (1997)

    Book  Google Scholar 

  15. Komjáthy, J., Miller, J., Peres, Y.: Uniform mixing time for random walk on lamplighter graphs. Ann. Inst. Henri Poincaré Probab. Stat. 50(4), 1140–1160 (2014)

    Article  MathSciNet  MATH  Google Scholar 

  16. Komjáthy, J., Peres, Y.: Mixing and relaxation time for random walk on wreath product graphs. Electron. J. Probab. 18(71), 23 (2013)

    MathSciNet  MATH  Google Scholar 

  17. Lawler, G.F.: Intersections of Random Walks. Probability and Its Applications. Birkhäuser Boston Inc., Boston (1991)

    Book  MATH  Google Scholar 

  18. Lawler, G.F., Limic, V.: Random Walk: A Modern Introduction. Cambridge Studies in Advanced Mathematics, vol. 123. Cambridge University Press, Cambridge (2010)

    Book  MATH  Google Scholar 

  19. Levin, D.A., Peres, Y., Wilmer, E.L.: Markov Chains and Mixing Times. American Mathematical Society, Providence (2009). (with a chapter by J. Propp and D. B. Wilson)

    MATH  Google Scholar 

  20. Lyons, R., Peres, Y.: Probability on trees and networks. In: Cambridge Series in Statistical and Probabilistic Mathematics, vol. 42. Cambridge University Press, New York (2016). ISBN: 978-1-107-16015-6 MR3616205

  21. Miller, J., Peres, Y.: Uniformity of the uncovered set of random walk and cutoff for lamplighter chains. Ann. Probab. 40(2), 535–577 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  22. Miller, J., Sousi, P.: Uniformity of the late points of random walk on \({\mathbb{Z}}_n^d\) for \(d\ge 3\). Probab. Theory Relat. Fields 167(3–4), 1001–1056 (2017)

    Article  MATH  Google Scholar 

  23. Peres, Y., Revelle, D.: Mixing times for random walks on finite lamplighter groups. Electron. J. Probab. 9(26), 825–845 (2004)

    Article  MathSciNet  MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jian Ding.

Additional information

Amir Dembo: Research partially supported by NSF Grants DMS-1106627 and DMS-1613091. Jian Ding: Research partially supported by NSF Grant DMS-1313596, DMS-1757479 and an Alfred Sloan fellowship. Jason Miller: Research partially supported by NSF Grant DMS-1204894. Part of the work was done when A.D. and J.D. participated in the MSRI program on Random Spatial Processes.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Dembo, A., Ding, J., Miller, J. et al. Cut-off for lamplighter chains on tori: dimension interpolation and Phase transition. Probab. Theory Relat. Fields 173, 605–650 (2019). https://doi.org/10.1007/s00440-018-0883-4

Download citation

  • Received:

  • Revised:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00440-018-0883-4

Keywords

Mathematics Subject Classification

Navigation