Information, Physics, and Computation

Name: Information, Physics, and Computation
Brand: Oxford University Press
SKU: 9780198570837
Price: 2070 CZK
Availability: InStock

Autor: Marc Mezard

Jazyk:

Vazba: Pevná

Vydavatel: Oxford University Press

Dostupnost: Skladem u dodavatele

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2 070 Kč

This book presents a unified approach to a rich and rapidly evolving research domain at the interfac...

Informace o knize

Autor

Marc Mezard

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2009

Stránek

584

EAN

9780198570837

ISBN

019857083X

Enbook ID

01323048

Vydavatel

Oxford University Press

Hmotnost

1250

Rozměry

177 x 253 x 35

Kompletní popis

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.

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Information, Physics, and Computation

Informace o knize

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