How Slow, or Fast, Are Standard Random Walks? - Analyses of Hitting and Cover Times on Tree

Random walk is a powerful tool, not only for modeling, but also for practical use such as the Internet crawlers. Standard random walks on graphs have been well studied; It is well-known that both hitting time and cover time of a standard random walk are bounded by O(n) for any graph with n vertices, besides the bound is tight for some graphs. Ikeda et al. (2003) provided “β-random walk,” which realizes O(n) hitting time and O(n logn) cover times for any graph, thus it archives, in a sense, “n-times improvement” compared to the standard random walk. This paper is concerned with optimizations of hitting and cover times, by drawing a comparison between the standard random walk and the fastest random walk. We show for any tree that the hitting time of the standard random walk is at most O( √ n)-times longer than one of the fastest random walk. Similarly, the cover time of the standard random walk is at most O( √ n log n)-times longer than the fastest one, for any tree. We also show that our bound for the hitting time is tight by giving examples, while we only give a lower bound Ω( √ n/ log n) for the cover time.