S-T connectivity on digraphs with a known stationary distribution

Abstract

We present a deterministic logspace algorithm for solving S-T Connectivity on directed graphs if: (i) we are given a stationary distribution of the random walk on the graph in which both of the input vertices s and t have nonnegligible probability mass and (ii) the random walk which starts at the source vertex s has polynomial mixing time. This result generalizes the recent deterministic logspace algorithm for S-T Connectivity on undirected graphs [Reingold, 2008]. It identifies knowledge of the stationary distribution as the gap between the S-T Connectivity problems we know how to solve in logspace ( L ) and those that capture all of randomized logspace ( RL ).

Document Details

Document Type
Pub Defense Publication
Publication Date
Jul 01, 2011
Source ID
10.1145/1978782.1978785

Entities

People

  • Kai-Min Chung
  • Omer Reingold
  • Salil Vadhan

Organizations

  • Division of Computing and Communication Foundations
  • Harvard University
  • Microsoft
  • Office of Naval Research

Tags

Fields of Study

  • Mathematics

Readers

  • Adaptive Control and Estimation with Uncertainty in Dynamic Systems.
  • Fluid Dynamics.
  • Graph Algorithms and Convex Optimization.