Cover times for Brownian motion and random walks in two dimensions

LetT (x;") denote the rst hitting time of the disc of radius " centered at x for Brownian motion on the two dimensional torus T 2 . We prove that sup x2T2T (x;")=j log"j 2 ! 2= as " ! 0. The same applies to Brownian motion on any smooth, compact connected, two- dimensional, Riemannian manifold with unit area and no boundary. As a consequence, we prove a conjecture, due to Aldous (1989), that the number of steps it takes a simple random walk to cover all points of the lattice torus Z 2 is asymptotic to 4n 2 (logn) 2 = . Determining these asymptotics is an essential step toward analyzing the fractal structure of the set of uncovered sites before coverage is complete; so far, this structure was only studied non-rigorously in the physics literature. We also establish a conjecture, due to Kesten and R ev esz, that describes the asymptotics for the number of steps needed by simple random walk in Z 2 to cover the disc of radius n.

[1]  A. Dembo,et al.  Late points for random walks in two dimensions , 2003, math/0303102.

[2]  A. Dembo,et al.  Thick points for planar Brownian motion and the Erdős-Taylor conjecture on random walk , 2001 .

[3]  O. Schramm,et al.  On the Cover Time of Planar Graphs , 2000, math/0002034.

[4]  N. Alon,et al.  The Probabilistic Method, Second Edition , 2000 .

[5]  Emmanuel Hebey,et al.  Nonlinear analysis on manifolds , 1999 .

[6]  J. Pitman,et al.  Kac's moment formula and the Feynman-Kac formula for additive functionals of a Markov process , 1999 .

[7]  Anna R. Karlin,et al.  Random Walks and Undirected Graph Connectivity: A Survey , 1995 .

[8]  Christos H. Papadimitriou,et al.  On the Random Walk Method for Protocol Testing , 1994, CAV.

[9]  On the Covering Time of a Disc by Simple Random Walk in Two Dimensions , 1993 .

[10]  R. Pemantle,et al.  Random walk in a random environment and rst-passage percolation on trees , 2004, math/0404045.

[11]  Russell Lyons,et al.  Correction: Random walk in a random environment and first-passage percolation on trees , 1992 .

[12]  S. Axler,et al.  Harmonic Function Theory , 1992 .

[13]  Noga Alon,et al.  The Probabilistic Method , 2015, Fundamentals of Ramsey Theory.

[14]  Lattice covering time in D dimensions: theory and mean field approximation , 1991 .

[15]  H. Hilhorst,et al.  Covering of a finite lattice by a random walk , 1991 .

[16]  D. Aldous Threshold limits for cover times , 1991 .

[17]  Pál Révész,et al.  Random walk in random and non-random environments , 1990 .

[18]  David Zuckerman,et al.  A technique for lower bounding the cover time , 1990, STOC '90.

[19]  M. Yor,et al.  Continuous martingales and Brownian motion , 1990 .

[20]  A. Broder Universal sequences and graph cover times: a short survey , 1990 .

[21]  Herbert S. Wilf,et al.  The Editor's Corner: The White Screen Problem , 1989 .

[22]  U. Einmahl,et al.  Extensions of results of Komlo´s, Major, and Tusna´dy to the multivariate case , 1989 .

[23]  D. Aldous An introduction to covering problems for random walks on graphs , 1989 .

[24]  D. Aldous Probability Approximations via the Poisson Clumping Heuristic , 1988 .

[25]  P. Matthews Covering Problems for Brownian Motion on Spheres , 1988 .

[26]  Michael F. Bridgland Universal Traversal Sequences for Paths and Cycles , 1987, J. Algorithms.

[27]  N. V. Krylov,et al.  Nonlinear analysis on Manifolds: Monge-Ampère equations , 1987 .

[28]  Daniel Asimov,et al.  The grand tour: a tool for viewing multidimensional data , 1985 .

[29]  Richard J. Lipton,et al.  Random walks, universal traversal sequences, and the complexity of maze problems , 1979, 20th Annual Symposium on Foundations of Computer Science (sfcs 1979).

[30]  Péter Major,et al.  The approximation of partial sums of independent RV's , 1976 .

[31]  M. Spivak A comprehensive introduction to differential geometry , 1979 .

[32]  P. Major,et al.  An approximation of partial sums of independent RV'-s, and the sample DF. I , 1975 .

[33]  Frederick Solomon Random Walks in a Random Environment , 1975 .

[34]  J. Eells,et al.  Harmonic Mappings of Riemannian Manifolds , 1964 .