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Information, Physics, and Computation pdf epub mobi txt 電子書下載 2024

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Marc Mézard

Oxford University Press

2009-3-27

584

USD 110.00

Hardcover

9780198570837

圖書標籤: 物理統計復雜係統計算信息論信息算法物理學

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发表于2024-11-23

Information, Physics, and Computation epub 下載 mobi 下載 pdf 下載 txt 電子書下載 2024

Information, Physics, and Computation pdf epub mobi txt 電子書下載 2024

圖書描述

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.

Information, Physics, and Computation 下載 mobi epub pdf txt 電子書