Vacant Sets and Vacant Nets: Component Structures Induced by a Random Walk

Given a discrete random walk on a finite graph $G$, the vacant set and vacant net are, respectively, the sets of vertices and edges which remain unvisited by the walk at a given step $t$. Let $\Gamma(t)$ be the subgraph of $G$ induced by the vacant set of the walk at step $t$. Similarly, let $\widehat \Gamma(t)$ be the subgraph of $G$ induced by the edges of the vacant net. For random $r$-regular graphs $G_r$, it was previously established that for a simple random walk the graph $\Gamma(t)$ of the vacant set undergoes a phase transition in the sense of the phase transition on Erdos--Renyi graphs $G_{n,p}$. Thus, for $r \ge 3$ there is an explicit value $t^*=t^*(r)$ of the walk such that for $t\leq (1-\epsilon)t^*$, $\Gamma(t)$ has a unique giant component, plus components of size $O(\log n)$, whereas for $t\geq (1+\epsilon)t^*$ all the components of $\Gamma(t)$ are of size $O(\log n)$. In this paper we establish the threshold value $\widehat t$ for a phase transition in the graph $\widehat \Gamma(t)$ of t...

[1]  Alan M. Frieze,et al.  The Cover Time of Random Regular Graphs , 2005, SIAM J. Discret. Math..

[2]  László Lovász,et al.  Random Walks on Graphs: A Survey , 1993 .

[3]  Mark Jerrum,et al.  The Markov chain Monte Carlo method: an approach to approximate counting and integration , 1996 .

[4]  Colin Cooper,et al.  Random walks which prefer unvisited edges: Exploring high girth even degree expanders in linear time , 2015, Random Struct. Algorithms.

[5]  Edward A. Bender,et al.  The Asymptotic Number of Labeled Graphs with Given Degree Sequences , 1978, J. Comb. Theory A.

[6]  Joel Friedman,et al.  A proof of Alon's second eigenvalue conjecture and related problems , 2004, ArXiv.

[7]  Jirí Cerný,et al.  Critical window for the vacant set left by random walk on random regular graphs , 2011, Random Struct. Algorithms.

[8]  Milena Mihail,et al.  Conductance and convergence of Markov chains-a combinatorial treatment of expanders , 1989, 30th Annual Symposium on Foundations of Computer Science.

[9]  A. Frieze,et al.  The cover time of the giant component of a random graph , 2008 .

[10]  P. A. P. Moran,et al.  An introduction to probability theory , 1968 .

[11]  N. Biggs RANDOM WALKS AND ELECTRICAL NETWORKS (Carus Mathematical Monographs 22) , 1987 .

[12]  Augusto Teixeira,et al.  From random walk trajectories to random interlacements , 2013, Ensaios Matemáticos.

[13]  C. Geiss,et al.  An introduction to probability theory , 2008 .

[14]  Bruce A. Reed,et al.  A Critical Point for Random Graphs with a Given Degree Sequence , 1995, Random Struct. Algorithms.

[15]  David Windisch Logarithmic Components of the Vacant Set for Random Walk on a Discrete Torus , 2008 .

[16]  Alistair Sinclair,et al.  Improved Bounds for Mixing Rates of Markov Chains and Multicommodity Flow , 1992, Combinatorics, Probability and Computing.

[17]  N. Alon,et al.  Non-backtracking random walks mix faster , 2006, math/0610550.

[18]  Alan M. Frieze,et al.  The cover time of the giant component of a random graph , 2008, Random Struct. Algorithms.

[19]  Michael Molloy,et al.  The scaling window for a random graph with a given degree sequence , 2009, SODA '10.

[20]  Igor Shinkar,et al.  Greedy Random Walk , 2014, Comb. Probab. Comput..

[21]  Itai Benjamini,et al.  Giant component and vacant set for random walk on a discrete torus , 2006, math/0610802.

[22]  Alan M. Frieze,et al.  The Cover Times of Random Walks on Hypergraphs , 2011, SIROCCO.

[23]  Alan M. Frieze,et al.  Random Minimum Length Spanning Trees in Regular Graphs , 1998, Comb..

[24]  Elizabeth L. Wilmer,et al.  Markov Chains and Mixing Times , 2008 .

[25]  Alan M. Frieze,et al.  Component structure of the vacant set induced by a random walk on a random graph , 2011, SODA '11.

[26]  Alistair Sinclair,et al.  Improved Bounds for Mixing Rates of Markov Chains and Multicommodity Flow , 1992, Combinatorics, Probability and Computing.

[27]  Augusto Teixeira,et al.  GIANT VACANT COMPONENT LEFT BY A RANDOM WALK IN A RANDOM d-REGULAR GRAPH , 2010, 1012.5117.

[28]  Béla Bollobás,et al.  A Probabilistic Proof of an Asymptotic Formula for the Number of Labelled Regular Graphs , 1980, Eur. J. Comb..