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Information, Physics, and Computation
Engelsk Hardback
Information, Physics, and Computation
Engelsk Hardback

1.160 kr
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Om denne bog
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 detaljer
Sprog:
Engelsk
Sider:
584
ISBN-13:
9780198570837
Indbinding:
Hardback
Udgave:
ISBN-10:
019857083X
Kategori:
Udg. Dato:
22 jan 2009
Længde:
35mm
Bredde:
177mm
Højde:
253mm
Forlag:
Oxford University Press
Oplagsdato:
22 jan 2009
Forfatter(e):
Kategori sammenhænge