Entropy of Hidden Markov Processes and Connections to Dynamical Systems

Papers from the Banff International Research Station Workshop

Häftad, Engelska, 2011

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

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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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