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008 110627s2011 enk ob 100 0 eng d
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019 742508136|a776965910|a827797173|a1066515354
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072 7 MAT|x029040|2bisacsh
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245 00 Entropy of hidden Markov processes and connections to
dynamical systems :|bpapers from the Banff International
Research Station workshop /|cedited by Brian Marcus, Karl
Petersen, Tsachy Weissman.
264 1 Cambridge ;|aNew York :|bCambridge University Press,
|c2011.
300 1 online resource (vi, 272 pages).
336 text|btxt|2rdacontent
337 computer|bc|2rdamedia
338 online resource|bcr|2rdacarrier
340 |gpolychrome|2rdacc
347 text file|2rdaft
490 1 London Mathematical Society lecture note series ;|v385
504 Includes bibliographical references (pages 270-272).
505 0 Hidden Markov processes in the context of symbolic
dynamics / Mark Boyle, Karl Petersen -- On the
preservation of Gibbsianess under symbol amalgamation /
Jean-René Chazottes, E. Ugalde -- A note on a complex
Hilbert metric with application to domain of analyticity
for entropy rate of hidden Markov processes / Guangyue Han,
Brian Marcus, Yuval Peres -- Bounds on the entropy rate of
binary hidden Markov processes / Erik Ordentlich, Tsachy
Weissman -- Entropy rate for hidden Markov chains with
rare transitions / Yuval Peres, Anthony Quas -- The
capacity of finite-state channels in the high-noise regime
/ Henry Pfister -- Computing entropy rates for hidden
Markov processes /Mark Pollicott -- Factors of Gibbs
measures for full shifts / Mark Pollicott, Thomas Kempton
-- Thermodynamics of hidden Markov processes / Evgeny
Verbitskiy.
520 "Hidden Markov processes (HMPs) are important objects of
study in many areas of pure and applied mathematics,
including information theory, probability theory,
dynamical systems and statistical physics, with
applications in electrical engineering, computer science
and molecular biology. This collection of research and
survey papers presents important new results and open
problems, serving as a unifying gateway for researchers in
these areas. Based on talks given at the Banff
International Research Station workshop, 2007, this volume
addresses a central problem of the subject: computation of
the Shannon entropy rate of an HMP. This is a key quantity
in statistical physics and information theory,
characterising the fundamental limit on compression and
closely related to channel capacity, the limit on reliable
communication. Also discussed, from a symbolic dynamics
and thermodynamical viewpoint, is when mappings between
dynamical systems map Markov measures to Markov (or Gibbs)
measures or allow for Markov lifts of Markov chains"--
|cProvided by publisher.
588 0 Print version record.
590 eBooks on EBSCOhost|bEBSCO eBook Subscription Academic
Collection - North America
650 0 Markov processes|vCongresses.|0https://id.loc.gov/
authorities/subjects/sh2010100748
650 0 Entropy (Information theory)|0https://id.loc.gov/
authorities/subjects/sh85044152|vCongresses.|0https://
id.loc.gov/authorities/subjects/sh99001533
650 0 Dynamics|vCongresses.|0https://id.loc.gov/authorities/
subjects/sh2008102479
650 7 Markov processes.|2fast|0https://id.worldcat.org/fast/
1010347
650 7 Entropy (Information theory)|2fast|0https://
id.worldcat.org/fast/912828
650 7 Dynamics.|2fast|0https://id.worldcat.org/fast/900295
655 0 Electronic book.
655 4 Electronic books.
655 7 Conference papers and proceedings.|2fast|0https://
id.worldcat.org/fast/1423772
655 7 Conference papers and proceedings.|2lcgft|0https://
id.loc.gov/authorities/genreForms/gf2014026068
700 1 Marcus, Brian,|d1949-|0https://id.loc.gov/authorities/
names/n79051221
700 1 Petersen, Karl Endel,|d1943-|0https://id.loc.gov/
authorities/names/n82077232
700 1 Weissman, Tsachy.|0https://id.loc.gov/authorities/names/
no2010057616
710 2 Banff International Research Station for Mathematics
Innovation & Discovery.|0https://id.loc.gov/authorities/
names/no2007006781
776 08 |iPrint version:|tEntropy of hidden Markov processes and
connections to dynamical systems.|dCambridge ; New York :
Cambridge University Press, 2011|z9780521111133|w(DLC)
2011005950|w(OCoLC)703205174
830 0 London Mathematical Society lecture note series ;|0https:/
/id.loc.gov/authorities/names/n42015587|v385.
856 40 |uhttps://rider.idm.oclc.org/login?url=http://
search.ebscohost.com/login.aspx?direct=true&scope=site&
db=nlebk&AN=369447|zOnline eBook via EBSCO. Access
restricted to current Rider University students, faculty,
and staff.
856 42 |3Instructions for reading/downloading the EBSCO version
of this eBook|uhttp://guides.rider.edu/ebooks/ebsco
901 MARCIVE 20231220
948 |d20190507|cEBSCO|tEBSCOebooksacademic NEW 4-5-19 7552
|lridw
994 92|bRID
