Download E-books Entropy of Hidden Markov Processes and Connections to Dynamical Systems: Papers from the Banff International Research Station Workshop (London Mathematical Society Lecture Note Series) PDF

January 20, 2017 | Discrete Mathematics | By admin | 0 Comments

Hidden Markov strategies (HMPs) are very important gadgets of analysis in lots of parts of natural and utilized arithmetic, together with info thought, likelihood idea, dynamical structures and statistical physics, with functions in electric engineering, machine technology and molecular biology. This number of examine and survey papers offers very important new effects and open difficulties, serving as a unifying gateway for researchers in those components. according to talks given on the Banff overseas examine Station Workshop, 2007, this quantity addresses a critical challenge of the topic: computation of the Shannon entropy price of an HMP. this can be a key volume in statistical physics and data conception, characterizing the basic restrict on compression and heavily on the topic of channel potential, the restrict on trustworthy communique. additionally mentioned, from a symbolic dynamics and thermodynamical perspective, is the matter of characterizing the mappings among dynamical platforms which map Markov measures to Markov (or Gibbs) measures, and which enable for Markov lifts of Markov chains.

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