Information, Physics, and Computation

Main
Physics
Information, Physics, and Computation

Information, Physics, and Computation

Name: Information, Physics, and Computation
ISBN: 9780198570837

Marc Mézard, Andrea Montanari

0 / 1.0

1 comment

Bạn thích cuốn sách này tới mức nào?

Chất lượng của file scan thế nào?

Xin download sách để đánh giá chất lượng sách

Chất lượng của file tải xuống thế nào?

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, adopting 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.

Thể loại:

Physics

Năm:

2009

Nhà xuát bản:

Oxford University Press, USA

Ngôn ngữ:

english

Trang:

580

ISBN 10:

019857083X