Fluctuations of the free energy in the mixed p-spin models with external field

被引:11
作者
Chen, Wei-Kuo [1 ]
Dey, Partha [2 ]
Panchenko, Dmitry [3 ]
机构
[1] Univ Minnesota, Sch Math, Minneapolis, MN 55455 USA
[2] Univ Illinois, Dept Math, Champaign, IL USA
[3] Univ Toronto, Dept Math, Toronto, ON, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
DISORDER CHAOS;
D O I
10.1007/s00440-016-0705-5
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
We show that the free energy in the mixed p-spin models of spin glasses does not superconcentrate in the presence of external field, which means that its variance is of the order suggested by the Poincar, inequality. This complements the result of Chatterjee who showed that the free energy superconcentrates when there is no external field. For models without odd p-spin interactions for , we prove the central limit theorem for the free energy at any temperature and give an explicit formula for the limiting variance. Although we only deal with the case of Ising spins, all our results can be extended to the spherical models as well.
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页码:41 / 53
页数:13
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