All-purpose | Everything Else

Information, Physics, and Computation

by Marc Mezard

2020-12-31 05:26:40

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This book presents a unified approach to a rich and rapidly evolving research domain at the interface between statistical physics, theoretical computer science/discrete mathematics, and coding/information theory. It is accessible to graduate students... Read more
This book presents a unified approach to a rich and rapidly evolving research domain at the interface between statistical physics, theoretical computer science/discrete mathematics, and coding/information theory. It is accessible to graduate students and researchers without a specific trainingin any of these fields. The selected topics include spin glasses, error correcting codes, satisfiability, and are central to each field. The approach focuses on large random instances and adopts a common probabilistic formulation in terms of graphical models. It presents message passing algorithmslike belief propagation and survey propagation, and their use in decoding and constraint satisfaction solving. It also explains analysis techniques like density evolution and the cavity method, and uses them to study phase transitions. Less

Book Details

File size9.69 X 6.73 X 1.28 in
Print pages584
PublisherOxford University Press
Publication date February 22, 2009
LanguageEnglish
ISBN9780198570837
autor-image
Marc Mezard
Author
...

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Indigo Books & Music In Stock Hard Cover Hard Cover Buy CAD 110.50
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