Large deviations for random walks on Galton-Watson trees: averaging and uncertainty

被引:29
作者
Dembo, A [1 ]
Gantert, N
Peres, Y
Zeitouni, O
机构
[1] Stanford Univ, Dept Math Res, Stanford, CA 94305 USA
[2] Stanford Univ, Dept Stat, Stanford, CA 94305 USA
[3] Univ Karlsruhe, Dept Math, D-76128 Karlsruhe, Germany
[4] Hebrew Univ Jerusalem, Inst Math, Jerusalem, Israel
[5] Univ Calif Berkeley, Dept Stat, Berkeley, CA 94720 USA
[6] Technion Israel Inst Technol, Dept Elect Engn, IL-32000 Haifa, Israel
关键词
random walk in random environment; large deviations; Galton-Watson tree;
D O I
10.1007/s004400100162
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
In the study of large deviations for random walks in random environment, a key distinction has emerged between quenched asymptotics, conditional on the environment, and annealed asymptotics, obtained from averaging over environments. In this paper we consider a simple random walk {X-n} on a Galton-Watson tree T, i.e., on the family tree arising from a supercritical branching process. Denote by \X-n\ the distance between the node X-n and the root of T. Our main result is the almost sure equality of the large deviation rate function for \X-n\/n under the "quenched measure" (conditional upon T), and the rate function for the same ratio under the "annealed measure" (averaging on T according to the Galton-Watson distribution). This equality hinges on a concentration of measure phenomenon for the momentum of the walk. (The momentum at level n, for a specific tree T, is the average, over random walk paths, of the forward drift at the hitting point of that level). This concentration, or certainty, is a consequence of the uncertainty in the location of the hitting point. We also obtain similar results when {X-n} is a lambda-biased walk on a Galton-Watson tree, even though in that case there is no known formula for the asymptotic speed. Our arguments rely at several points on a "ubiquity" lemma for Galton-Watson trees, due to Grimmett and Kesten (1984).
引用
收藏
页码:241 / 288
页数:48
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