Entropy of Hidden Markov Processes and Connections to Dynamical Systems

Herausgeber: Marcus, Brian; Weissman, Tsachy; Petersen, Karl

• Broschiertes Buch

Produktbeschreibung

A collection of survey papers presenting important new results and focussing on the computation of the Shannon entropy rate.

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Produktdetails

• Verlag: Cambridge University Press
• Seitenzahl: 280
• Erscheinungstermin: 3. Februar 2016
• Englisch
• Abmessung: 229mm x 152mm x 15mm
• Gewicht: 410g
• ISBN-13: 9780521111133
• ISBN-10: 0521111137
• Artikelnr.: 32713485

Inhaltsangabe

1. Hidden Markov processes in the context of symbolic dynamics Mark Boyle
and Karl Petersen; 2. On the preservation of Gibbsianess under symbol
amalgamation Jean-René Chazottes and E. Ugalde; 3. A note on a complex
Hilbert metric with application to domain of analyticity for entropy rate
of hidden Markov processes Guangyue Han, Brian Marcus and Yuval Peres; 4.
Bounds on the entropy rate of binary hidden Markov processes Erik
Ordentlich and Tsachy Weissman; 5. Entropy rate for hidden Markov chains
with rare transitions Yuval Peres and Anthony Quas; 6. The capacity of
finite-state channels in the high-noise regime Henry Pfister; 7. Computing
entropy rates for hidden Markov processes Mark Pollicott; 8. Factors of
Gibbs measures for full shifts Mark Pollicott and Thomas Kempton; 9.
Thermodynamics of hidden Markov processes Evgeny Verbitskiy.