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roco

捐助贵宾 (正式写手)


[资源] 【分享】Information, Physics, and Computation(OxFord新书)




Paperback: 560 pages
Publisher: Oxford University Press, USA (March 27, 2009)
Language: English
ISBN-10: 019857083X
ISBN-13: 978-0198570837
Format: PDF
You can buy this book: Amazon.com
Description: 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.

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awmc2008

至尊木虫 (文坛精英)


★★★★★ 五星级,优秀推荐

good book, thank you for sharing.
56楼2010-04-07 21:49:37
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tffgreen

铜虫 (小有名气)


★★★★★ 五星级,优秀推荐

支持是上传的动力!
9楼2009-06-02 10:43:11
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liverangel

木虫 (著名写手)


★★★★★ 五星级,优秀推荐

好书,谢谢分享!
14楼2009-06-07 02:55:43
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