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Könyv Kronecker Modeling and Analysis of Multidimensional Markovian Systems Tugrul Dayar

Kronecker Modeling and Analysis of Multidimensional Markovian Systems

Szerző: Tugrul Dayar
Nyelv: Angol
Kötés: Kemény kötésű
Kiadó: Springer International Publishing AG
Elérhetőség: Beszállítói készleten
Küldés 10-13 napon belül
36 217 Ft
This work considers Kronecker-based models with finite as well as countably infinite state spaces fo...

Információk a könyvről

Szerző
Tugrul Dayar
Nyelv
Angol
Kötés
Könyv - Kemény kötésű
Kiadva
2018
oldal
269
EAN
9783319971285
ISBN
331997128X
Enbook ID
19745193
Kiadó
Springer International Publishing AG
Súly
606
Méretek
155 x 235 x 23

Teljes leírás

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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