Eigenvalues of random walks on groups

被引:4
|
作者
Stong, R
机构
来源
ANNALS OF PROBABILITY | 1995年 / 23卷 / 04期
关键词
eigenvalues; random walks; nilpotent groups;
D O I
10.1214/aop/1176987811
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 this paper we discuss and apply a novel method for bounding the eigenvalues of a random walk on a group G (or equivalently on its Cayley graph). This method works by looking at the action of an Abelian normal subgroup H of G on G. We may then choose eigenvectors which fall into representations of H. One is then left with a large number (one for each representation of H) of easier problems to analyze. This analysis is carried out by new geometric methods. This method allows us to give bounds on the second largest eigenvalue of random walks on nilpotent groups with low class number. The method also lets us treat certain very easy solvable groups and to give better bounds for certain nice nilpotent groups with large class number. For example, we will give sharp bounds for two natural random walks on groups of upper triangular matrices.
引用
收藏
页码:1961 / 1981
页数:21
相关论文
共 50 条
  • [41] Random walks on free solvable groups
    Saloff-Coste, Laurent
    Zheng, Tianyi
    MATHEMATISCHE ZEITSCHRIFT, 2015, 279 (3-4) : 811 - 848
  • [42] Random walks on free solvable groups
    Laurent Saloff-Coste
    Tianyi Zheng
    Mathematische Zeitschrift, 2015, 279 : 811 - 848
  • [43] Random Walks on Finite Quantum Groups
    Franz, Uwe
    Gohm, Rolf
    QUANTUM INDEPENDENT INCREMENT PROCESSES II: STRUCTURE OF QUANTUM LEVY PROCESSES, CLASSICAL PROBABILITY, AND PHYSICS, 2006, 1866 : 1 - 32
  • [44] Random walks on Baumslag–Solitar groups
    Johannes Cuno
    Ecaterina Sava-Huss
    Israel Journal of Mathematics, 2018, 228 : 627 - 663
  • [45] Random Lazy Random Walks on Arbitrary Finite Groups
    Martin Hildebrand
    Journal of Theoretical Probability, 2001, 14 : 1019 - 1034
  • [46] Random lazy random walks on arbitrary finite groups
    Hildebrand, M
    JOURNAL OF THEORETICAL PROBABILITY, 2001, 14 (04) : 1019 - 1034
  • [47] A survey of results on random random walks on finite groups
    Hildebrand, Martin
    PROBABILITY SURVEYS, 2005, 2 : 33 - 63
  • [48] Dirichlet Eigenvalues, Local Random Walks, and Analyzing Clusters in Graphs
    Kolev, Pavel
    Sun, He
    ALGORITHMS AND COMPUTATION, ISAAC 2014, 2014, 8889 : 621 - 632
  • [49] On Random Walks in Large Compact Lie Groups
    Bourgain, Jean
    GEOMETRIC ASPECTS OF FUNCTIONAL ANALYSIS, 2017, 2169 : 55 - 63
  • [50] Exact Coupling of Random Walks on Polish Groups
    Murphy, James T., III
    JOURNAL OF THEORETICAL PROBABILITY, 2019, 32 (04) : 1729 - 1745