作者:David A. Levin 出品人: 页数:371 译者: 出版时间:2008-12-09 价格:USD 65.00 装帧:Hardcover isbn号码:9780821847398 丛书系列: 图书标签:数学StatisticsmcmcMarcov2016 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 th...
美国数学会经典影印系列:Markov链与混合时间(影印版) 作者: David A. Levin / Yuval Peres / Elizabeth L. Wilmer 出版社: 高等教育出版社 原作名: Markov Chains and Mixing Times出版年: 2017-4-5定价: 169.00元装帧: 精装丛书: 美国数学会经典影印系列...
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...
L. (2009). Markov Chains and Mixing Times. American Mathematical Society, Providence, RI. With a chapter by James G. Propp and David B. Wilson.Levin, David A.; Peres, Yuval; Wilmer, Elizabeth L. Markov chains and mixing times. With a chapter by James G. Propp and David B. Wilson....
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...
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 ...
3.2.MetropolisChains37 3.3.GlauberDynamics40 Exercises44 Notes44 Chapter4.IntroductiontoMarkovChainMixing47 4.1.TotalVariationDistance47 v viCONTENTS 4.2.CouplingandTotalVariationDistance49 4.3.TheConvergenceTheorem52 4.4.StandardizingDistancefromStationarity53 ...
Asher Levin, David (2009). Markov chains and mixing times. p. 16. ISBN 978-0-8218-4739-8. Serfozo, Richard (2009), Basics of Applied Stochastic Processes, Probability and its Applications, Berlin: Springer-Verlag, p. 35, doi:10.1007/978-3-540-89332-5, ISBN 978-3-540-89331-8, MR ...
Levin, D.A., Peres, Y.: Markov Chains and Mixing Times. American Mathematical Society (2017) Lewis, A.S., Pang, J.S.: Error Bounds for Convex Inequality Systems. Springer (1996) Li, X., Zhu, Z., So, A.M.C., Vidal, R.: Nonconvex robust low-rank matrix recovery. SIAM J. ...