Random walks on regular and irregular graphs

被引:37
作者
Coppersmith, D [1 ]
Feige, U [1 ]
Shearer, J [1 ]
机构
[1] WEIZMANN INST SCI, DEPT APPL MATH & COMP SCI, IL-76100 REHOVOT, ISRAEL
关键词
random walks; graphs; electrical resistance;
D O I
10.1137/S0895480193260595
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
For an undirected graph and an optimal cyclic list of all its vertices, the cyclic cover time is the expected time it takes a simple random walk to travel from vertex to vertex along the list until it completes a full cycle. The main result of this paper is a characterization of the cyclic cover time in terms of simple and easy-to-compute graph properties. Namely, for any connected graph, the cyclic cover time is -(n(2)d(ave)(d(-1))(ave)), where n is the number of vertices in the graph, d(ave) is the average degree of its vertices, and (d(-1))(ave) is the average of the inverse of the degree of its vertices. Other results obtained in the processes of proving the main theorem are a similar characterization of minimum resistance spanning trees of graphs, improved bounds on the cover time of graphs, and a simplified proof that the maximum commute time in any connected graph is at most 4n(3)/27 + o(n(3)).
引用
收藏
页码:301 / 308
页数:8
相关论文
共 15 条
[1]  
Aleliunas R., 1979, 20th Annual Symposium of Foundations of Computer Science, P218, DOI 10.1109/SFCS.1979.34
[2]  
[Anonymous], 1979, Graph Theory: An Introductory Course
[3]  
ARORA S, 1992, AN S FDN CO, P14
[4]  
Brightwell G., 1990, RANDOM STRUCT ALGOR, V1, P263, DOI 10.1002/rsa.3240010303
[5]  
Chandra A. K., 1989, Proceedings of the Twenty First Annual ACM Symposium on Theory of Computing, P574, DOI 10.1145/73007.73062
[6]  
Christofides N, 1976, Technical report
[7]   COLLISIONS AMONG RANDOM-WALKS ON A GRAPH [J].
COPPERSMITH, D ;
TETALI, P ;
WINKLER, P .
SIAM JOURNAL ON DISCRETE MATHEMATICS, 1993, 6 (03) :363-374
[8]  
Doyle Peter G, 1984, RANDOM WALKS ELECT N, V22
[9]   A TIGHT UPPER BOUND ON THE COVER TIME FOR RANDOM-WALKS ON GRAPHS [J].
FEIGE, U .
RANDOM STRUCTURES & ALGORITHMS, 1995, 6 (01) :51-54
[10]  
FEIGE U, 1993, AN S FDN CO, P238