Title
Markov chain algorithms for planar lattice structures
Abstract
Consider the following Markov chain, whose states are all domino tilings of a 2n/spl times/2n chessboard: starting from some arbitrary tiling, pick a 2/spl times/2 window uniformly at random. If the four squares appearing in this window are covered by two parallel dominoes, rotate the dominoes in place. Repeat many times. This process is used in practice to generate a random tiling and is a key tool in the study of the combinatorics of tilings and the behavior of dimer systems in statistical physics. Analogous Markov chains are used to randomly generate other structures on various two-dimensional lattices. The paper presents techniques which prove for the first time that, in many interesting cases, a small number of random moves suffice to obtain a uniform distribution.
Year
DOI
Venue
2001
10.1137/S0097539799360355
SIAM Journal on Computing
Keywords
Field
DocType
interesting case,random tiling,arbitrary tiling,markov chain algorithms,parallel domino,random move,following markov chain,rm o,planar lattice structure,spl time,analogous markov chain,key tool,dimer system,markov chain algorithm,planar lattice structures,domino tilings,combinatorics,random number generation,domino tiling,markov processes,solid modeling,physics,computer science,arctic,geometry,markov chain,testing,statistical physics,uniform distribution,lattices
Discrete mathematics,Combinatorics,Substitution tiling,Markov process,Lattice (order),Computer science,Markov chain,Uniform distribution (continuous),Domino,Planar,Random number generation
Journal
Volume
Issue
ISSN
31
1
0097-5397
ISBN
Citations 
PageRank 
0-8186-7183-1
62
25.15
References 
Authors
3
3
Name
Order
Citations
PageRank
Michael Luby190101319.35
Dana Randall211429.93
alistair sinclair36225.15