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Entropy of Hidden Markov Processes and Connections to Dynamical Systems

- Papers from the Banff International Research Station Workshop

About Entropy of Hidden Markov Processes and Connections to Dynamical Systems

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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  • Language:
  • English
  • ISBN:
  • 9780521111133
  • Binding:
  • Paperback
  • Pages:
  • 280
  • Published:
  • May 25, 2011
  • Dimensions:
  • 154x227x9 mm.
  • Weight:
  • 402 g.
Delivery: 1-2 weeks
Expected delivery: April 13, 2025

Description of Entropy of Hidden Markov Processes and Connections to Dynamical Systems

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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