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Entropy of Hidden Markov Processes and Connections to Dynamical Systems

By: Vancouver) Marcus Brian (University of British Columbia (Author) , Chapel Hill) Petersen Karl (University of North Carolina (Author) , California) Weissman Tsachy (Stanford University (Author)

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Ksh 6,700.00

Format: Paperback or Softback

ISBN-13: 9780521111133

Publisher: Cambridge University Press

Publication Date: May 26th, 2011

Weight: 402 grams

Dimension: 22.70 x 15.40 x 0.90 cms

Category: Cybernetics & systems theory

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This collection of research and survey papers sets out the theory of hidden Markov processes, in particular addressing a central problem of the subject: computation of the Shannon entropy rate of an HMP. Connections are drawn between approaches from various disciplines, whilst recent research results and open problems are described.

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