Kronecker Modeling and Analysis of Multidimensional Markovian Systems

Language: English

Published by Springer International Publishing AG, CH, 2018

331997128X / 9783319971285

Series: Book 34 of 43 - Springer Series in Operations Research and Financial Engineering

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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.

Seller Inventory # LU-9783319971285

Title
Kronecker Modeling and Analysis of Multidimensional Markovian Systems
Author
Tugrul Dayar
Publisher
Springer International Publishing AG, CH
Publication year
2018
Condition
New
Binding
Hardback
Language
English
ISBN 10
331997128X
ISBN 13
9783319971285
Edition
2018 ed.
Series
Book 34 of 43: Springer Series in Operations Research and Financial Engineering

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