Title
Speeding up random walks with neighborhood exploration
Abstract
We consider the following marking process (rw-rand) made by a random walk on an undirected graph G. Upon arrival at a vertex v, it marks v if unmarked and otherwise it marks a randomly chosen unmarked neighbor of v. We also consider a variant of this process called rw-r-rank. Here each vertex is assigned a global random rank first and then in each step, the walk marks the lowest ranked unmarked neighbor of the currently visited vertex. Depending on the degree and the expansion of the graph, we prove several upper bounds on the time required by these processes to mark all vertices. For instance, if G is a hypercube or random graph, our processes mark all vertices in time O(n), significantly speeding up the Θ(n log n)-cover time of standard random walks.
Year
DOI
Venue
2010
10.5555/1873601.1873716
SODA
Keywords
Field
DocType
random graph,random walk,undirected graph,time o,n log n,standard random walk,neighborhood exploration,upper bound,vertex v,unmarked neighbor
Random regular graph,Discrete mathematics,Combinatorics,Random graph,Loop (graph theory),Vertex (graph theory),Cycle graph,Neighbourhood (graph theory),Degree (graph theory),Random geometric graph,Mathematics
Conference
Volume
ISBN
Citations 
135
978-0-89871-698-6
10
PageRank 
References 
Authors
0.75
10
5
Name
Order
Citations
PageRank
Petra Berenbrink147246.41
Colin Cooper228730.73
Robert Elsässer3100.75
Tomasz Radzik4109895.68
Thomas Sauerwald557539.99