• DocumentCode
    3389032
  • Title

    Markov chain algorithms for planar lattice structures

  • Author

    Luby, Michael ; Randall, Dana ; Sinclair, Alistair

  • Author_Institution
    Int. Comput. Sci. Inst., Berkeley, CA, USA
  • fYear
    1995
  • fDate
    23-25 Oct 1995
  • Firstpage
    150
  • Lastpage
    159
  • Abstract
    Consider the following Markov chain, whose states are all domino tilings of a 2n×2n chessboard: starting from some arbitrary tiling, pick a 2×2 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
  • Keywords
    Markov processes; algorithm theory; Markov chain algorithms; arbitrary tiling; chessboard; combinatorics; domino tilings; parallel dominoes; planar lattice structures; statistical physics; two-dimensional lattices; uniform distribution; Arctic; Combinatorial mathematics; Computer science; Geometry; Ice; Lattices; Physics; Random number generation; Solid modeling; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Foundations of Computer Science, 1995. Proceedings., 36th Annual Symposium on
  • Conference_Location
    Milwaukee, WI
  • ISSN
    0272-5428
  • Print_ISBN
    0-8186-7183-1
  • Type

    conf

  • DOI
    10.1109/SFCS.1995.492472
  • Filename
    492472