Kronecker Modeling And Analysis Of Multidimensional Markovian Systems

byTuä?rul Dayar

Hardcover | October 10, 2018

Kronecker Modeling And Analysis Of Multidimensional Markovian Systems by Tuä?rul Dayar
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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 bookAnalyzing 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.

Title:Kronecker Modeling And Analysis Of Multidimensional Markovian SystemsFormat:HardcoverProduct dimensions:269 pages, 9.25 X 6.1 X 0 inShipping dimensions:269 pages, 9.25 X 6.1 X 0 inPublished:October 10, 2018Publisher:Springer NatureLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:331997128X

ISBN - 13:9783319971285

Appropriate for ages: All ages

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Table of Contents

Introduction.- Modeling with Kronecker Products.- Avoiding Unreachable States.- Preprocessing.- Vector-Kronecker Product Multiplication.- Steady-State Analysis.- Transient Analysis.- Conclusion.