David A. Levin, Yuval Peres, and Elizabeth L. Wilmer. Markov chains and mixing times. American Mathematical Society, Providence, RI, 2009. MR2466937.David A. Levin, Yuval Peres, and Elizabeth L. Wilmer. Markov chains and mixing times. American Mathe- matical Society, Providence, RI, 2009...
This book is an introduction to the modern theory of Markov chains, whose goal is to determine the rate of convergence to the stationary distribution, as a function of state space size and geometry. This topic has important connections to combinatorics, statistical physics, and theoretical computer...
Markov Chains and Mixing Times (Second Edition) by David A. Levin and Yuval Peres We extend the notion of Time Operator from Kolmogorov Dynamical Systems and Bernoulli processes to Markov processes. The general methodology is presented a... D Aldous - Springer US 被引量: 0发表: 2019年 Lectur...
edition appeared, we have made corrections and improvements throughout the book. We added three new chapters: Chapter 22 on monotone chains, Chapter 23 on the exclusion process, and Chapter 24 that relates mixing times and hitting time parameters to stationary stopping times. Chapter 4 now ...
Markov Chains and Mixing Times 2024 pdf epub mobi 电子书 图书描述 This book is an introduction to the modern approach to the theory of Markov chains. The main goal of this approach is to determine the rate of convergence of a Markov chain to the stationary distribution as a function of the...
Chemistry is often a place where Markov chains and continuous-time Markov processes are especially useful because these simple physical systems tend to satisfy the Markov property quite well. The classical model of enzyme activity, Michaelis–Menten kinetics, can be viewed as a Markov chain, where ...
关于Markov链与混合时间=Markov Chains and Mixing Times:英文的作者(美)大卫.A.;来文(David A. Levin),(以)尤瓦尔.佩雷斯(Yuval Peres),(美)伊丽莎白.L.威尔默(Elizabeth .L.Wilmer)著在高等教育出版社
We study Markov chains for $\alpha$-orientations of plane graphs, these are orientations where the outdegree of each vertex is prescribed by the value of a given function $\alpha$. The set of $\alpha$-orientations of a plane graph has a natural distributive lattice structure. The moves ...
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