Probability on Discrete Structures
暫譯: 離散結構上的機率

Kesten, Harry, Aldous, David, Grimmett, Geoffrey R.

  • 出版商: Springer
  • 出版日期: 2010-12-08
  • 售價: $4,390
  • 貴賓價: 9.5$4,171
  • 語言: 英文
  • 頁數: 351
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3642056474
  • ISBN-13: 9783642056475
  • 相關分類: 離散數學 Discrete-mathematics
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

Most probability problems involve random variables indexed by space and/or time. These problems almost always have a version in which space and/or time are taken to be discrete. This volume deals with areas in which the discrete version is more natural than the continuous one, perhaps even the only one than can be formulated without complicated constructions and machinery.
The 5 papers of this volume discuss problems in which there has been significant progress in the last few years; they are motivated by, or have been developed in parallel with, statistical physics. They include questions about asymptotic shape for stochastic growth models and for random clusters; existence, location and properties of phase transitions; speed of convergence to equilibrium in Markov chains, and in particular for Markov chains based on models with a phase transition; cut-off phenomena for random walks.
The articles can be read independently of each other. Their unifying theme is that of models built on discrete spaces or graphs. Such models are often easy to formulate. Correspondingly, the book requires comparatively little previous knowledge of the machinery of probability.

商品描述(中文翻譯)

大多數的機率問題涉及由空間和/或時間索引的隨機變數。這些問題幾乎總是有一個版本,其中空間和/或時間被視為離散的。本卷處理的領域中,離散版本比連續版本更自然,甚至可能是唯一可以在不需要複雜構造和機械的情況下進行表述的版本。
本卷的五篇論文討論了在過去幾年中取得顯著進展的問題;這些問題受到統計物理的啟發,或與之平行發展。它們包括隨機增長模型和隨機聚類的漸近形狀問題;相變的存在性、位置和性質;馬可夫鏈的平衡收斂速度,特別是基於具有相變模型的馬可夫鏈;隨機遊走的截止現象。
這些文章可以獨立閱讀。它們的統一主題是基於離散空間或圖形構建的模型。這類模型通常容易表述。因此,本書對於機率的相關知識要求相對較少。

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