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Information, Physics, and Computation
monograph
Author(s):
Marc Mézard
,
Andrea Montanari
Publication date:
January 22 2009
Publisher:
Oxford University Press
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SciPost Physics
Author and book information
Book
ISBN:
9780198570837
Publication date:
January 22 2009
DOI:
10.1093/acprof:oso/9780198570837.001.0001
SO-VID:
abb4c659-68f7-43c4-b6cc-4c287eb60744
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Book chapters
pp. 3
Introduction to information theory
pp. 23
Statistical physics and probability theory
pp. 47
Introduction to combinatorial optimization
pp. 65
A probabilistic toolbox
pp. 93
The random energy model
pp. 107
The random code ensemble
pp. 131
Number partitioning
pp. 145
Introduction to replica theory
pp. 173
Factor graphs and graph ensembles
pp. 197
Satisfiability
pp. 219
Low-density parity-check codes
pp. 241
Spin glasses
pp. 267
Bridges: Inference and the Monte Carlo method
pp. 291
Belief propogation
pp. 327
Decoding with belief propagation
pp. 355
The assignment problem
pp. 381
Ising models on random graph
pp. 403
Linear equations with Boolean variables
pp. 429
The 1RSB cavity method
pp. 467
Random K-satisfiability
pp. 493
Glassy states in coding theory
pp. 517
An ongoing story
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