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Fundamentals of Matrix-Analytic Methods
Buch von Qi-Ming He
Sprache: Englisch

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Beschreibung
Fundamentals of Matrix-Analytic Methods targets advanced-level students in mathematics, engineering and computer science. It focuses on the fundamental parts of Matrix-Analytic Methods, Phase-Type Distributions, Markovian arrival processes and Structured Markov chains and matrix geometric solutions.
New materials and techniques are presented for the first time in research and engineering design. This book emphasizes stochastic modeling by offering probabilistic interpretation and constructive proofs for Matrix-Analytic Methods. Such an approach is especially useful for engineering analysis and design. Exercises and examples are provided throughout the book.
Fundamentals of Matrix-Analytic Methods targets advanced-level students in mathematics, engineering and computer science. It focuses on the fundamental parts of Matrix-Analytic Methods, Phase-Type Distributions, Markovian arrival processes and Structured Markov chains and matrix geometric solutions.
New materials and techniques are presented for the first time in research and engineering design. This book emphasizes stochastic modeling by offering probabilistic interpretation and constructive proofs for Matrix-Analytic Methods. Such an approach is especially useful for engineering analysis and design. Exercises and examples are provided throughout the book.
Zusammenfassung

Presents basic techniques in Matrix-Analytic Methods important to stochastic modeling, including conditional probabilities on the phase of Markov chains, the use of nonnegative matrices and M-matrices

Provides a detailed analysis of some queuing, inventory, and supply chain models

Includes examples and exercises

Inhaltsverzeichnis

From Exponential Distribution to Phase-Type Distribution.- From Poisson Process to Markovian Arrival Process.- From Birth-and-Death Process to Structured Markov Chain.- Applications in Queueing Theory.- Applications in Inventory and Supply Chain Management.

Details
Medium: Buch
Inhalt: xv
349 S.
ISBN-13: 9781461473299
ISBN-10: 1461473292
Sprache: Englisch
Herstellernummer: 80074276
Einband: Gebunden
Autor: He, Qi-Ming
Hersteller: Springer US
Springer New York
Springer US, New York, N.Y.
Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße: 241 x 160 x 23 mm
Von/Mit: Qi-Ming He
Erscheinungsdatum: 07.08.2013
Gewicht: 0,717 kg
Artikel-ID: 106013970
Zusammenfassung

Presents basic techniques in Matrix-Analytic Methods important to stochastic modeling, including conditional probabilities on the phase of Markov chains, the use of nonnegative matrices and M-matrices

Provides a detailed analysis of some queuing, inventory, and supply chain models

Includes examples and exercises

Inhaltsverzeichnis

From Exponential Distribution to Phase-Type Distribution.- From Poisson Process to Markovian Arrival Process.- From Birth-and-Death Process to Structured Markov Chain.- Applications in Queueing Theory.- Applications in Inventory and Supply Chain Management.

Details
Medium: Buch
Inhalt: xv
349 S.
ISBN-13: 9781461473299
ISBN-10: 1461473292
Sprache: Englisch
Herstellernummer: 80074276
Einband: Gebunden
Autor: He, Qi-Ming
Hersteller: Springer US
Springer New York
Springer US, New York, N.Y.
Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße: 241 x 160 x 23 mm
Von/Mit: Qi-Ming He
Erscheinungsdatum: 07.08.2013
Gewicht: 0,717 kg
Artikel-ID: 106013970
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