Title :
Bounds on the cover time
Author :
Broder, Andrei Z. ; Karlin, Anna R.
Author_Institution :
DEC-Syst. Res. Center, Palo Alto, CA, USA
Abstract :
A particle that moves on a connected unidirected graph G with n vertices is considered. At each step the particle goes from the current vertex to one of its neighbors, chosen uniformly at random. The cover time is the first time when the particle has visited all the vertices in the graph, starting from a given vertex. Upper and lower bounds are presented that relate the expected cover time for a graph to the eigenvalues of the Markov chain that describes the above random walk. An interesting consequence is that regular expander graphs have expected cover time θ(n log n)
Keywords :
Markov processes; computational complexity; eigenvalues and eigenfunctions; graph theory; Markov chain; connected unidirected graph; cover time; eigenvalues; lower bounds; neighbors; particle; random walk; regular expander graphs; upper bounds; vertices; Algorithm design and analysis; Computational modeling; Computer science; Fault tolerance; Graph theory; Joining processes; Protocols; State-space methods; Stochastic processes; Token networks;
Conference_Titel :
Foundations of Computer Science, 1988., 29th Annual Symposium on
Conference_Location :
White Plains, NY
Print_ISBN :
0-8186-0877-3
DOI :
10.1109/SFCS.1988.21964