Information, Physics, and Computation

Information, Physics, and Computation

Science, Study & Work
Hardback Published on: 22/01/2009
Not available
This product is currently unavailable
Make and edit your lists in your account
No stock available in any shop.


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.

  • Publisher: Oxford University Press
  • ISBN: 9780198570837
  • Number of pages: 584
  • Weight: 1246g
  • Dimensions: 254 x 177 x 34 mm

Customer Reviews