期刊
ANNALS OF PROBABILITY
卷 47, 期 4, 页码 2230-2256出版社
INST MATHEMATICAL STATISTICS
DOI: 10.1214/18-AOP1307
关键词
Spin glasses; TAP; random measures; ultrametricity; cluster decomposition
资金
- NSF [DMS-1597864, OISE-1604232]
- NSF CAREER [DMS-1653552]
We study the Thouless-Anderson-Palmer (TAP) equations for spin glasses on the hypercube. First, using a random, approximately ultrametric decomposition of the hypercube, we decompose the Gibbs measure, <.>(N), into a mixture of conditional laws, <.>(alpha,N). We show that the TAP equations hold for the spin at any site with respect to <.>(alpha,N) simultaneously for all alpha. This result holds for generic models provided that the Parisi measure of the model has a jump at the top of its support.
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