Two solutions to diluted p-spin models and XORSAT problems

被引:160
作者
Mézard, M [1 ]
Ricci-Tersenghi, F
Zecchina, R
机构
[1] Univ Paris 11, Lab Phys Theor & Modeles Stat, F-91405 Orsay, France
[2] Univ Roma La Sapienza, Dipartimento Fis, I-00185 Rome, Italy
[3] Univ Roma La Sapienza, INFM, I-00185 Rome, Italy
[4] Int Ctr Theoret Phys, I-34100 Trieste, Italy
关键词
spin glass; satisfiability; leaf removal; cavity method;
D O I
10.1023/A:1022886412117
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
We derive analytical solutions for p-spin models with finite connectivity at zero temperature. These models are the statistical mechanics equivalent of p-XORSAT problems in theoretical computer science. We give a full characterization of the phase diagram: location of the phase transitions (static and dynamic), together with a description of the clustering phenomenon taking place in configurational space. We use two alternative methods: the cavity approach and a rigorous derivation.
引用
收藏
页码:505 / 533
页数:29
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