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Information, Physics, and Computation

Name: Information, Physics, and Computation
Brand: Academic
SKU: 9780198570837
Price: 14398.00 INR
Availability: InStock
ISBN: 9780198570837

Contributor(s): Mézard, Marc Author Format: Hardback

Hardback · ISBN 9780198570837

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Key Specifications

ISBN	9780198570837
Publisher	Academic
Publication date	February 2014
Language	English
MRP	£102.50 GBP
Page count	584
Item weight	270 g

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, adopting 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.

Information, Physics, and Computation

Key Specifications

Mézard, Marc Author

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