Information, Physics, and Computation 2024 pdf epub mobi 电子书

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发表于2024-12-19

Information, Physics, and Computation 2024 pdf epub mobi 电子书

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出版者:Oxford University Press

作者:Marc Mézard

出品人:

页数:584

译者:

出版时间:2009-3-27

价格:USD 110.00

装帧:Hardcover

isbn号码:9780198570837

丛书系列:

图书标签: 物理统计复杂系统计算信息论信息算法物理學

Information, Physics, and Computation 2024 pdf epub mobi 电子书图书描述

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 2024 pdf epub mobi 电子书

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