RECONSTRUCTION FOR THE POTTS MODEL

被引:41
|
作者
Sly, Allan [1 ]
机构
[1] Microsoft Res, Redmond, WA 98052 USA
来源
ANNALS OF PROBABILITY | 2011年 / 39卷 / 04期
关键词
Reconstruction problem on the tree; Potts model; ISING-MODEL; SPIN-GLASS; TREES; PURITY; STATE;
D O I
10.1214/10-AOP584
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
The reconstruction problem on the tree has been studied in numerous contexts including statistical physics, information theory and computational biology. However, rigorous reconstruction thresholds have only been established in a small number of models. We prove the first exact reconstruction threshold in a nonbinary model establishing the Kesten-Stigum bound for the 3-state Potts model on regular trees of large degree. We further establish that the Kesten-Stigum bound is not tight for the q-state Potts model when q >= 5. Moreover, we determine asymptotics for these reconstruction thresholds.
引用
收藏
页码:1365 / 1406
页数:42
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