Probability on Graphs

Probability on Graphs pdf epub mobi txt 電子書 下載2025

出版者:
作者:Grimmett, Geoffrey
出品人:
頁數:260
译者:
出版時間:2010-8
價格:$ 131.08
裝幀:
isbn號碼:9780521197984
叢書系列:
圖書標籤:
  • 概率論
  • 圖論
  • stochastic_process
  • lattice
  • Probability
  • Graph
  • 概率論
  • 圖論
  • 隨機過程
  • 圖上的概率模型
  • 馬爾可夫鏈
  • 圖上的隨機遊走
  • 相變
  • 臨界現象
  • 組閤概率
  • 統計物理
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具體描述

This introduction to some of the principal models in the theory of disordered systems leads the reader through the basics, to the very edge of contemporary research, with the minimum of technical fuss. Topics covered include random walk, percolation, self-avoiding walk, interacting particle systems, uniform spanning tree, random graphs, as well as the Ising, Potts, and random-cluster models for ferromagnetism, and the Lorentz model for motion in a random medium. Schramm-Lowner evolutions (SLE) arise in various contexts. The choice of topics is strongly motivated by modern applications and focuses on areas that merit further research. Special features include a simple account of Smirnov's proof of Cardy's formula for critical percolation, and a fairly full account of the theory of influence and sharp-thresholds. Accessible to a wide audience of mathematicians and physicists, this book can be used as a graduate course text. Each chapter ends with a range of exercises.

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