Information, Physics, and Computation (Oxford Graduate Texts) (PDF/EPUB Version)

$18.99

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.

eBook features:

Highlight, take notes, and search in the book
In this edition, page numbers are just like the physical edition
Create digital flashcards instantly

Information, Physics, and Computation (Oxford Graduate Texts) (PDF/EPUB Version)

Design for Six Sigma Statistics: 59 Tools for Diagnosing and Solving Problems in DFFS Initiatives (PDF/EPUB Version)

Early Dynastic Egypt (PDF/EPUB Version)

Exhausting Dance: Performance and the Politics of Movement (PDF/EPUB Version)

Foundations of Economics: A Beginner’s Companion (PDF/EPUB Version)

Learning in the Museum (Museum Meanings) (PDF/EPUB Version)

Options:Essential Concepts, 3rd Edition (PDF/EPUB Version)

The Science For Conservators Series: Volume 2: Cleaning (PDF/EPUB Version)

Tiberius the Politician (Roman Imperial Biographies) (PDF/EPUB Version)

Information, Physics, and Computation (Oxford Graduate Texts) (PDF/EPUB Version)

Related products