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...
Markov chains and mixing times. With a chapter on "Coupling from the past" by James G. Propp and David B. Wilson Many phenomena that can be observed in the setting of finite graphs also of several moderntechniques and examples, including evolving sets, the cutoff phe... DA Levin,Y Peres...
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 introduce Markov chains to sample the 1–2 model configurations on the 2D hexagonal lattice and prove that the mixing time of these chains is polynomial in the sizes of the graphs for a large class of probability measures.This is a preview of subscription content, log in via an ...
Propp and David B. Wilson.David A. Levin, Yuval Peres, and Elizabeth L. Wilmer. Markov chains and mixing times. American Mathe- matical Society, 2006.David A. Levin, Yuval Peres, and Elizabeth L. Wilmer. Markov Chains and Mixing Times. AMS, 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...
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 includes an introduction to mixing times in lp,...
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 ...
Markov Chains and Invariant Probabilities Onésimo Herná-Lerma & Jean Bernard Lasserre Part of the book series: Progress in Mathematics ((PM,volume 211)) 714 Accesses Abstract In this chapter we consider a time-homogeneous MC = {fit} on acountablespaceX.For notational convenience, and ...