We study a simple Markov chain, the switch chain, on the set of all perfect matchings in a bipartite graph. This Markov chain was proposed by Diaconis, Graham and Holmes as a possible approach to a sampling problem arising in Statistics. They considered several classes of graphs, and conjectured that the switch chain would mix rapidly for graphs in these classes. Here we settle their conjecture almost completely. We ask: for which graph classes is the Markov chain ergodic and for which is it rapidly mixing? We provide a precise answer to the ergodicity question and close bounds on the mixing question. We show for the first time that the mixing time of the switch chain is polynomial in the class of monotone graphs. This class was identified ...
Markov Chain Monte Carlo algorithms are often used to sample combinatorial structures such as match...
Sampling uniform simple graphs with power-law degree distributions with degree exponent τ(2,3) is a ...
We consider the well-studied problem of uniformly sampling (bipartite) graphs with a given degree se...
Diaconis, Graham and Holmes [8] studied the statistical applications of counting and sampling perfec...
We study a simple Markov chain, the switch chain, on the set of all perfect matchings in a bipartite...
We examine the problem of exactly or approximately counting all perfect matchings in hereditary clas...
The switch Markov chain has been extensively studied as the most natural Markov Chain Monte Carlo ap...
Markov Chain Monte Carlo algorithms are often used to sample combinatorial structures such as matchi...
The switch Markov chain has been extensively studied as the most natural Markov chain Monte Carlo ap...
Since 1997 a considerable effort has been spent to study the mixing time of switch Markov chains on ...
We consider the irreducibility of switch-based Markov chains for the approximate uniform sampling of...
We consider the well-studied problem of uniformly sampling (bipartite) graphs with a given degree se...
Since 1997 a considerable effort has been spent on the study of the swap (switch) Markov chains on g...
We show that no Markovian coupling argument can prove rapid mixing of the Jerrum-Sinclair Markov cha...
Abstract. We prove that Broder’s Markov chain for approximate sampling near-perfect and perfect matc...
Markov Chain Monte Carlo algorithms are often used to sample combinatorial structures such as match...
Sampling uniform simple graphs with power-law degree distributions with degree exponent τ(2,3) is a ...
We consider the well-studied problem of uniformly sampling (bipartite) graphs with a given degree se...
Diaconis, Graham and Holmes [8] studied the statistical applications of counting and sampling perfec...
We study a simple Markov chain, the switch chain, on the set of all perfect matchings in a bipartite...
We examine the problem of exactly or approximately counting all perfect matchings in hereditary clas...
The switch Markov chain has been extensively studied as the most natural Markov Chain Monte Carlo ap...
Markov Chain Monte Carlo algorithms are often used to sample combinatorial structures such as matchi...
The switch Markov chain has been extensively studied as the most natural Markov chain Monte Carlo ap...
Since 1997 a considerable effort has been spent to study the mixing time of switch Markov chains on ...
We consider the irreducibility of switch-based Markov chains for the approximate uniform sampling of...
We consider the well-studied problem of uniformly sampling (bipartite) graphs with a given degree se...
Since 1997 a considerable effort has been spent on the study of the swap (switch) Markov chains on g...
We show that no Markovian coupling argument can prove rapid mixing of the Jerrum-Sinclair Markov cha...
Abstract. We prove that Broder’s Markov chain for approximate sampling near-perfect and perfect matc...
Markov Chain Monte Carlo algorithms are often used to sample combinatorial structures such as match...
Sampling uniform simple graphs with power-law degree distributions with degree exponent τ(2,3) is a ...
We consider the well-studied problem of uniformly sampling (bipartite) graphs with a given degree se...