Tree-indexed random walks on groups and first passage percolation

SummarySuppose that i.i.d. random variables are attached to the edges of an infinite tree. When the tree is large enough, the partial sumsSσ along some of its infinite paths will exhibit behavior atypical for an ordinary random walk. This principle has appeared in works on branching random walks, first-passage percolation, and RWRE on trees. We establish further quantitative versions of this principle, which are applicable in these settings. In particular, different notions of speed for such a tree-indexed walk correspond to different dimension notions for trees. Finally, if the labeling variables take values in a group, then properties of the group (e.g., polynomial growth or a nontrivial Poisson boundary) are reflected in the sample-path behavior of the resulting tree-indexed walk.

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

[2]  Steven N. Evans Polar and Nonpolar Sets for a Tree Indexed Process , 1992 .

[3]  R. Durrett Probability: Theory and Examples , 1993 .

[4]  Laurent Saloff-Coste,et al.  GAUSSIAN ESTIMATES FOR MARKOV CHAINS AND RANDOM WALKS ON GROUPS , 1993 .

[5]  C. Tricot,et al.  Packing measure, and its evaluation for a Brownian path , 1985 .

[6]  Russell Lyons,et al.  Random Walks, Capacity and Percolation on Trees , 1992 .

[7]  Harry Kesten,et al.  Symmetric random walks on groups , 1959 .

[8]  F. Ledrappier Sharp Estimates for the Entropy , 1992 .

[9]  Nicholas T. Varopoulos,et al.  Analysis and Geometry on Groups , 1993 .

[10]  J. Kingman The First Birth Problem for an Age-dependent Branching Process , 1975 .

[11]  A. Avez Croissance des groupes de type fini et fonctions harmoniques , 1976 .

[12]  D. Freedman,et al.  Random distribution functions , 1963 .

[13]  R. Lyons Random Walks and Percolation on Trees , 1990 .

[14]  Grant Ritter Growth of Random Walks Conditioned to Stay Positive , 1981 .

[15]  Vadim A. Kaimanovich,et al.  Random Walks on Discrete Groups: Boundary and Entropy , 1983 .

[16]  Yuval Peres,et al.  Markov chains indexed by trees , 1994 .

[17]  Y. Peres,et al.  Random walks on a tree and capacity in the interval , 1992 .

[18]  V. Arnold Mathematical Methods of Classical Mechanics , 1974 .

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

[20]  Critical Random Walk in Random Environment on Trees of Exponential Growth , 2004, math/0404049.

[21]  F. Spitzer Principles Of Random Walk , 1966 .

[22]  R. Lyons The Ising model and percolation on trees and tree-like graphs , 1989 .

[23]  A. Joffe,et al.  Random variables, trees, and branching random walks☆ , 1973 .

[24]  J. Biggins Chernoff's theorem in the branching random walk , 1977, Journal of Applied Probability.