Introduction to Markov Chains : with special emphasis on rapid mixing

書誌事項

Introduction to Markov Chains : with special emphasis on rapid mixing

Ehrhard Behrends

(Advanced lectures in mathematics)

Friedr. Vieweg & Sohn, 2000

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内容説明・目次

内容説明

Besides the investigation of general chains the book contains chapters which are concerned with eigenvalue techniques, conductance, stopping times, the strong Markov property, couplings, strong uniform times, Markov chains on arbitrary finite groups (including a crash-course in harmonic analysis), random generation and counting, Markov random fields, Gibbs fields, the Metropolis sampler, and simulated annealing. With 170 exercises.

目次

Besides the investigation of general chains the book contains chapters which are concerned with eigenvalue techniques, conductance, stopping times, the strong Markov property, couplings, strong uniform times, Markov chains on arbitrary finite groups (including a crash-course in harmonic analysis), random generation and counting, Markov random fields, Gibbs fields, the Metropolis sampler, and simulated annealing. With 170 exercises.

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詳細情報

  • NII書誌ID(NCID)
    BA45266310
  • ISBN
    • 3528069864
  • 出版国コード
    gw
  • タイトル言語コード
    eng
  • 本文言語コード
    eng
  • 出版地
    Braunschweig
  • ページ数/冊数
    ix, 232 p.
  • 大きさ
    24 cm
  • 親書誌ID
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