Short random walks on graphs

被引:20
|
作者
Barnes, G
Feige, U
机构
[1] MAX PLANCK INST INFORMAT, SAARBRUCKEN, GERMANY
[2] WEIZMANN INST SCI, DEPT MATH APPL, IL-76100 REHOVOT, ISRAEL
关键词
random walk; graph; Markov chain;
D O I
10.1137/S0895480194264988
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
The short-term behavior of random walks on graphs is studied, in particular, the rate at which a random walk discovers new vertices and edges. A conjecture by Linial, that the expected time to find N distinct vertices is O(N-3) is proved. In addition, upper bounds of O(M(2)) on the expected time to traverse M edges and of O(MN) on the expected time to either visit N vertices or traverse M edges (whichever comes first) are proved.
引用
收藏
页码:19 / 28
页数:10
相关论文
共 50 条
  • [1] Random Walks on Random Graphs
    Cooper, Colin
    Frieze, Alan
    NANO-NET, 2009, 3 : 95 - +
  • [2] On the trace of random walks on random graphs
    Frieze, Alan
    Krivelevich, Michael
    Michaeli, Peleg
    Peled, Ron
    PROCEEDINGS OF THE LONDON MATHEMATICAL SOCIETY, 2018, 116 : 847 - 877
  • [3] Biased random walks on random graphs
    Ben Arous, Gerard
    Fribergh, Alexander
    PROBABILITY AND STATISTICAL PHYSICS IN ST. PETERSBURG, 2016, 91 : 99 - 153
  • [4] Random walks on random simple graphs
    Hildebrand, M
    RANDOM STRUCTURES & ALGORITHMS, 1996, 8 (04) : 301 - 318
  • [5] Disjoint paths in expander graphs via random walks: A short survey
    Frieze, AM
    RANDOMIZATION AND APPROXIMATION TECHNIQUES IN COMPUTER SCIENCE, 1998, 1518 : 1 - 14
  • [6] PAGERANK AND RANDOM WALKS ON GRAPHS
    Chung, Fan
    Zhao, Wenbo
    FETE OF COMBINATORICS AND COMPUTER SCIENCE, 2010, 20 : 43 - 62
  • [7] Coalescent random walks on graphs
    Tian, Jianjun Paul
    Liu, Zhenqiu
    JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2007, 202 (01) : 144 - 154
  • [8] Random walks on graphs: A survey
    Lovasz, L
    COMBINATORICS, PAUL ERDOS IS EIGHTY, VOL. 2, 1996, 2 : 353 - 397
  • [9] Random walks on periodic graphs
    Kazami, Takahiro
    Uchiyama, Kohei
    TRANSACTIONS OF THE AMERICAN MATHEMATICAL SOCIETY, 2008, 360 (11) : 6065 - 6087
  • [10] On the speed of random walks on graphs
    Virág, B
    ANNALS OF PROBABILITY, 2000, 28 (01): : 379 - 394