Information, Physics, and Computation (Oxford Graduate Texts) - Image 1

£77.26

Oxford University Press Information, Physics, and Computation (Oxford Graduate Texts)

Name: Information, Physics, and Computation (Oxford Graduate Texts)
Brand: Oxford University Press
Price: 77.26 GBP
Availability: InStock

Architecture & Microprocessors

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Description

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 training in 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 algorithms like 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.

Product Specifications

Brand: Oxford University Press
Format: hardcover
ASIN: 019857083X
Category: Books > Subjects > Computing & Internet > Computer Science > Architecture & Microprocessors
Domain: Amazon UK
Release Date: 22 January 2009
Listed Since: 09 July 2008

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Oxford University Press Information, Physics, and Computation (Oxford Graduate Texts)

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