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Markov chains : models, algorithms and applications

Autor: Wai Ki Ching; et al
Editorial: New York : Springer, 2013.
Serie: International series in operations research & management science, v.189.
Edición/Formato:   Libro-e : Documento : Inglés (eng) : 2nd edVer todas las ediciones y todos los formatos
Base de datos:WorldCat
Resumen:
"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  Leer más
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Detalles

Género/Forma: Electronic books
Tipo de material: Documento, Recurso en Internet
Tipo de documento: Recurso en Internet, Archivo de computadora
Todos autores / colaboradores: Wai Ki Ching; et al
ISBN: 9781461463122 1461463122 1461463114 9781461463115
Número OCLC: 838812431
Público objetivo "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.
Descripción: 1 online resource (xvi, 243 p.) : ill.
Contenido: 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.
Título de la serie: International series in operations research & management science, v.189.
Responsabilidad: Wai-Ki Ching...[et al.].

Resumen:

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  Leer más

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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 Leer más

 
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