Kronecker Modeling and Analysis of Multidimensional Markovian Systems

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Éditeur :

Springer


Collection :

Springer Series in Operations Research and Financial Engineering

Paru le : 2018-09-21

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Description


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.

Pages
269 pages
Collection
Springer Series in Operations Research and Financial Engineering
Parution
2018-09-21
Marque
Springer
EAN papier
9783319971285
EAN PDF
9783319971292

Informations sur l'ebook
Nombre pages copiables
2
Nombre pages imprimables
26
Taille du fichier
4291 Ko
Prix
105,49 €
EAN EPUB
9783319971292

Informations sur l'ebook
Nombre pages copiables
2
Nombre pages imprimables
26
Taille du fichier
20736 Ko
Prix
105,49 €