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Markovmarkov Chains And Mixing Times 1st Edition Adavid A Levin

  • SKU: BELL-73741722
Markovmarkov Chains And Mixing Times 1st Edition Adavid A Levin
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Markovmarkov Chains And Mixing Times 1st Edition Adavid A Levin instant download after payment.

Publisher: 高等教育出版社
File Extension: PDF
File size: 65.57 MB
Pages: 371
Author: (美)大卫·A·莱文(David A. Levin), (以)尤瓦尔·佩雷斯(Yuval Peres), (美)伊丽莎白·L·威尔默(Elizabeth L. Wilmer)
ISBN: 97787040469943
Language: English
Year: 2017
Edition: 1

Product desciption

Markovmarkov Chains And Mixing Times 1st Edition Adavid A Levin by (美)大卫·a·莱文(david A. Levin), (以)尤瓦尔·佩雷斯(yuval Peres), (美)伊丽莎白·l·威尔默(elizabeth L. Wilmer) 97787040469943 instant download after payment.

本书是对Markov链理论的现代处理方法的导引,该方法的主要目标是确定一个Markov链收敛到作为态空间体积和几何之函数的平稳分布的收敛速率。作者发展了估计收敛时间的关键工具,包括耦合、强平稳时间以及谱方法:一有可能,便强调概率论式的方法。本书包括了许多例题并对统计力学的中心模型给出了简短介绍;还讲述了网络上的随机游动,包括击中和掩盖时间,以及对洗牌的各种方法的分析。至于预备知识,作者假定了对概率论的适度了解以及大学水平的线性代数。本书打算将这个活跃的研究领域的激情带给大范围的受众。

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