Kronecker Modeling and Analysis of Multidimensional Markovian Systems (Springer Series in Operations Research and Financial Engineering) - Hardcover

Dayar, Tugrul

 
9783319971285: Kronecker Modeling and Analysis of Multidimensional Markovian Systems (Springer Series in Operations Research and Financial Engineering)
Hardcover
ISBN 10: 331997128X ISBN 13: 9783319971285
Verlag: Springer, 2018

Inhaltsangabe

This work considers Kronecker-based models with finite as well as countably infinite state spaces for multidimensional Markovian systems by paying particular attention to those whose reachable state spaces are smaller than their product state spaces. Numerical methods for steady-state and transient analysis of Kronecker-based multidimensional Markovian models are discussed in detail together with implementation issues. Case studies are provided to explain concepts and motivate use of methods.

Having grown out of research from the past twenty years, this book expands upon the author’s previously published book Analyzing Markov Chains using Kronecker Products (Springer, 2012). The subject matter is interdisciplinary and at the intersection of applied mathematics and computer science. The book will be of use to researchers and graduate students with an understanding of basic linear algebra, probability, and discrete mathematics.

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This work considers Kronecker-based models with finite as well as countably infinite state spaces for multidimensional Markovian systems by paying particular attention to those whose reachable state spaces are smaller than their product state spaces. Numerical methods for steady-state and transient analysis of Kronecker-based multidimensional Markovian models are discussed in detail together with implementation issues. Case studies are provided to explain concepts and motivate use of methods.

Having grown out of research from the past twenty years, this book expands upon the author’s previously published book Analyzing Markov Chains using Kronecker Products (Springer, 2012). The subject matter is interdisciplinary and at the intersection of applied mathematics and computer science. The book will be of use to researchers and graduate students with an understanding of basic linear algebra, probability, and discrete mathematics.

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Verlag
Springer
Erscheinungsdatum
2018
Sprache
Englisch
ISBN 10 
331997128X
ISBN 13 
9783319971285
Einband
Tapa dura
Auflage
1
Anzahl der Seiten
292
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
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Weitere beliebte Ausgaben desselben Titels

9783030073084: Kronecker Modeling and Analysis of Multidimensional Markovian Systems (Springer Series in Operations Research and Financial Engineering)

Vorgestellte Ausgabe

ISBN 10:  3030073084 ISBN 13:  9783030073084
Verlag: Springer, 2019
Softcover