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Markov Chains : Models, Algorithms and Applications by Ching, W. K., Ng M. K. is a nonfiction available to read on EtoBox.

What is Markov Chains : Models, Algorithms and Applications about?

Markov chains are a particularly powerful and widely used tool for analyzing a variety of stochastic (probabilistic) systems over time. This monograph will present a series of Markov models, starting from the basic models and then building up to higher-order models. Included in the higher-order discussions are multivariate models, higher-order multivariate models, and higher-order hidden models. In each case, the focus is on the important kinds of applications that can be made with the class of models being considered in the current chapter. Special attention is given to numerical algorithms that can efficiently solve the models. Therefore, Markov Chains: Models, Algorithms and Applications outlines recent developments of Markov chain models for modeling queueing sequences, Internet, re-manufacturing systems, reverse logistics, inventory systems, bio-informatics, DNA sequences, genetic networks, data mining, and many other practical systems.

Who reads Markov Chains : Models, Algorithms and Applications?

Author

Ching, W. K., Ng M. K.

Publisher

Springer Science+Business Media, Inc

Published

2006

Language

EN

ISBN

9780387293370

Category

nonfiction

Subjects

Business, Computer Science, Management