Kronecker Modeling and Analysis of Multidimensional Markovian Systems (Hardcover, 1st ed. 2018)

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.

General

Imprint:	Springer International Publishing AG
Country of origin:	Switzerland
Series:	Springer Series in Operations Research and Financial Engineering
Release date:	September 2018
First published:	2018
Authors:	Tugrul Dayar
Dimensions:	235 x 155mm (L x W)
Format:	Hardcover
Pages:	269
Edition:	1st ed. 2018
ISBN-13:	978-3-319-97128-5
Categories:	Books > Science & Mathematics > Mathematics > Probability & statistics Books > Science & Mathematics > Mathematics > Applied mathematics > Stochastics
LSN:	3-319-97128-X
Barcode:	9783319971285

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