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Markov chains : models, algorithms and applications

著者: Wai Ki Ching
出版商: New York : Springer, 2013.
丛书: International series in operations research & management science, v. 189.
版本/格式:   电子图书 : 文献 : 英语 : 2nd ed查看所有的版本和格式
数据库:WorldCat
提要:
"This new edition of Markov Chains: Models, Algorithms and Applications has been completely reformatted as a text, complete with end-of-chapter exercises, a new focus on management science, new applications of the models, and new examples with applications in financial risk management and modeling of financial data. This book consists of eight chapters. Chapter 1 gives a brief introduction to the classical theory on  再读一些...
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类型/形式: Electronic books
材料类型: 文献, 互联网资源
文件类型: 互联网资源, 计算机文档
所有的著者/提供者: Wai Ki Ching
ISBN: 9781461463122 1461463122 1461463114 9781461463115
OCLC号码: 838812431
目标对象: "This book is aimed at senior undergraduate students, postgraduate students, professionals, practitioners, and researchers in applied mathematics, computational science, operational research, management science and finance, who are interested in the formulation and computation of queueing networks, Markov chain models and related topics. Readers are expected to have some basic knowledge of probability theory, Markov processes and matrix theory."--Publisher description.
描述: 1 online resource (xvi, 243 pages) : illustrations.
内容: Introduction --
Queueing Systems and the Web --
Manufacturing and Re-manufacturing Systems --
A Hidden Markov Model for Customer Classification --
Markov Decision Processes for Customer Lifetime Value --
Higher-Order Markov Chains --
Multivariate Markov Chains --
Hidden Markov Chains.
丛书名: International series in operations research & management science, v. 189.
责任: Wai-Ki Ching [and others].

摘要:

This new edition is expanded and updated, complete with end-of-chapter exercises. Outlines the recent development of Markov chain models for modeling queueing systems, manufacturing and  再读一些...

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From the reviews of the First Edition: "The authors outline recent developments of Markov chain models ... . This book is aimed at students, professionals, practitioners, and researchers in 再读一些...

 
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