Description
Kronecker Modeling and Analysis of Multidimensional Markovian Systems, Softcover reprint of the original 1st ed. 2018
Springer Series in Operations Research and Financial Engineering Series
Author: Dayar Tuğrul
Language: English
Subject for Kronecker Modeling and Analysis of Multidimensional...:
Approximative price 105.49 €
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the print on demand of Dayar Tuğrul
Publication date: 01-2019
Support: Print on demand
Approximative price 105.49 €
In Print (Delivery period: 15 days).
Add to cart the print on demand of Dayar Tuğrul
Publication date: 10-2018
Support: Print on demand
Description
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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.Includes eight large case studies to help explain concepts and motivate use of methods in detail
Examples provided demonstrate in an easy-to-follow manner the Kronecker structure associated with the transition matrix of the model
Provides links to relevant software
