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| 009 | 131402889 | ||
| 003 | http://www.sudoc.fr/131402889 | ||
| 005 | 20250630092316.0 | ||
| 010 |
_a9780198570837 _brel. |
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| 073 | 1 | _a9780198570837 | |
| 090 | _a13217 | ||
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| 101 | 0 |
_aeng _2639-2 |
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| 106 | _ar | ||
| 181 |
_6z01 _ctxt _2rdacontent |
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_6z01 _ai# _bxxxe## |
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| 182 | 1 |
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| 183 | 1 |
_6z01 _anga _2RDAfrCarrier |
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| 200 | 1 |
_aInformation, physics, and computation _fMarc Mézard,... Andrea Montanari,... |
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| 214 | 0 |
_aOxford _cOxford University Press |
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| 214 | 4 | _dC 2009 | |
| 215 |
_a1 vol. (XIII-569 p.) _cill., couv. ill. en coul. _d26 cm |
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| 225 | 2 | _aOxford graduate texts | |
| 305 | _aAutres tirages : 2010, 2012, 2013, 2015, 2016, 2017, 2019 | ||
| 320 | _aBibliogr. p. [547]-564. Index | ||
| 327 | 0 | _aContient des exercices | |
| 330 | _aLa 4e de couverture porte : "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." | ||
| 410 |
_0137489560 _tOxford graduate texts |
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| 606 |
_3027393348 _aPhysique statistique _2rameau |
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| 606 |
_3027282767 _aCodage _2rameau |
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| 606 |
_3027234886 _aInformatique _2rameau |
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| 676 |
_a530.13 _v22 |
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| 686 |
_aG.3 _2acm |
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| 686 |
_aJ.2 _2acm |
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| 686 |
_a94A15 _c2010 _2msc |
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| 686 |
_a68Q25 _c2010 _2msc |
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| 686 |
_a81P45 _c2010 _2msc |
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| 686 |
_a81P68 _c2010 _2msc |
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| 686 |
_a82B03 _c2010 _2msc |
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| 686 |
_a94B05 _c2010 _2msc |
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| 700 | 1 |
_3035503300 _aMézard _bMarc _f1957-.... _4070 |
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| 701 | 1 |
_3131403362 _aMontanari _bAndrea _f1975-.... _cphysicien _4070 |
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