SENSITIVITY OF MIXING TIMES IN EULERIAN DIGRAPHS

被引:9
|
作者
Boczkowski, Lucas [1 ]
Peres, Yuval [2 ]
Sousi, Perla [3 ]
机构
[1] Univ Paris Diderot, F-75013 Paris, France
[2] Microsoft Res, Redmond, WA 98052 USA
[3] Univ Cambridge, Cambridge CB3 0WB, England
关键词
random walk; mixing time; Eulerian digraph;
D O I
10.1137/16M1073376
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Let X be a lazy random walk on a graph G. If G is undirected, then the mixing time is upper bounded by the maximum hitting time of the graph. This fails for directed chains, as the biased random walk on the cycle Z(n) shows. However, we establish that for Eulerian digraphs, the mixing time is O(mn), where m is the number of edges and n is the number of vertices. In the reversible case, the mixing time is robust to the change of the laziness parameter. Surprisingly, in the directed setting the mixing time can be sensitive to such changes. We also study exploration and cover times for random walks on Eulerian digraphs and prove universal upper bounds in analogy to the undirected case.
引用
收藏
页码:624 / 655
页数:32
相关论文
共 50 条
  • [41] Doubly stochastic matrices and dicycle covers and packings in eulerian digraphs
    Borobia, A
    Nutov, Z
    Penn, M
    LINEAR ALGEBRA AND ITS APPLICATIONS, 1996, 246 : 361 - 371
  • [42] Doubly stochastic matrices and dicycle covers and packings in eulerian digraphs
    Borobia, Alberto
    Nutov, Zeev
    Penn, Michal
    Linear Algebra and Its Applications, 1996, 246 : 361 - 371
  • [43] On the number of spanning trees and Eulerian tours in iterated line digraphs
    Zhang, HX
    Zhang, FJ
    Huang, QX
    DISCRETE APPLIED MATHEMATICS, 1997, 73 (01) : 59 - 67
  • [44] CLIMATE RESPONSE-TIMES - DEPENDENCE ON CLIMATE SENSITIVITY AND OCEAN MIXING
    HANSEN, J
    RUSSELL, G
    LACIS, A
    FUNG, I
    RIND, D
    STONE, P
    SCIENCE, 1985, 229 (4716) : 857 - 859
  • [45] Generating sequences of clique-symmetric graphs via Eulerian digraphs
    McSorley, JP
    Porter, TD
    DISCRETE MATHEMATICS, 2004, 287 (1-3) : 85 - 91
  • [46] Mixing time trichotomy in regenerating dynamic digraphs
    Caputo, Pietro
    Quattropani, Matteo
    STOCHASTIC PROCESSES AND THEIR APPLICATIONS, 2021, 137 : 222 - 251
  • [47] Mixing times
    Lovász, L
    Winkler, P
    MICROSURVEYS IN DISCRETE PROBABILITY, 1998, 41 : 85 - 133
  • [48] LAGRANGIAN AND EULERIAN MEASUREMENTS OF HORIZONTAL MIXING IN THE BALTIC
    SCHOTT, F
    QUADFASEL, D
    TELLUS, 1979, 31 (02): : 138 - 144
  • [49] A note on the number of edges guaranteeing a C4 in Eulerian bipartite digraphs
    Shen, Jian
    Yuster, Raphael
    ELECTRONIC JOURNAL OF COMBINATORICS, 2002, 9
  • [50] A NUMERICAL EULERIAN APPROACH TO MIXING BY CHAOTIC ADVECTION
    TOUSSAINT, V
    CARRIERE, P
    RAYNAL, F
    PHYSICS OF FLUIDS, 1995, 7 (11) : 2587 - 2600