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Spin glass models from the point of view of spin distributions. (English) Zbl 1281.60081

The author considers the Giggs measure defined by the random Hamiltonian indexed by the spin configurations \({-1,+1}^N\) which is involved in the Sherrington-Kirkpatrick spin-glass model. It is shown that the joint distribution of spins is determined by the joint distributions of the overlaps, and the author gives explicit results under the Parisis ultrametricity assumption. After a very long introduction and main results, he studies the diluted models and then he deals with the Sherrington-Kirkpatrick model.

MSC:

60K35 Interacting random processes; statistical mechanics type models; percolation theory
82B44 Disordered systems (random Ising models, random Schrödinger operators, etc.) in equilibrium statistical mechanics

References:

[1] Aizenman, M., Sims, R. and Starr, S. (2003). An extended variational principle for the SK spin-glass model. Phys. Rev. B 68 214403.
[2] Aldous, D. J. (1985). Exchangeability and related topics. In École D’été de Probabilités de Saint-Flour , XIII- 1983. Lecture Notes in Math. 1117 1-198. Springer, Berlin. · Zbl 0562.60042
[3] Arguin, L.-P. and Aizenman, M. (2009). On the structure of quasi-stationary competing particle systems. Ann. Probab. 37 1080-1113. · Zbl 1177.60050 · doi:10.1214/08-AOP429
[4] Arguin, L. P. and Chatterjee, S. (2010). Random overlap structures: Properties and applications to spin glasses. Preprint. Available at . 1011.1823 · Zbl 1275.82005
[5] Austin, T. (2008). On exchangeable random variables and the statistics of large graphs and hypergraphs. Probab. Surv. 5 80-145. · Zbl 1189.60020 · doi:10.1214/08-PS124
[6] Baffioni, F. and Rosati, F. (2000). Some exact results on the ultrametric overlap distribution in mean field spin glass models. Eur. Phys. J. B 17 439-447.
[7] Bolthausen, E. and Sznitman, A. S. (1998). On Ruelle’s probability cascades and an abstract cavity method. Comm. Math. Phys. 197 247-276. · Zbl 0927.60071 · doi:10.1007/s002200050450
[8] Bovier, A. and Kurkova, I. (2004). Derrida’s generalised random energy models. I. Models with finitely many hierarchies. Ann. Inst. Henri Poincaré Probab. Stat. 40 439-480. · Zbl 1121.82020 · doi:10.1016/j.anihpb.2003.09.002
[9] Chatterjee, S. (2009). The Ghirlanda-Guerra identities without averaging. Preprint. Available at . 0911.4520
[10] De Sanctis, L. (2004). Random multi-overlap structures and cavity fields in diluted spin glasses. J. Stat. Phys. 117 785-799. · Zbl 1113.82029 · doi:10.1007/s10955-004-5704-8
[11] De Sanctis, L. and Franz, S. (2009). Self-averaging identities for random spin systems. In Spin Glasses : Statics and Dynamics. Progress in Probability 62 123-142. Birkhäuser, Basel. · Zbl 1194.82041 · doi:10.1007/978-3-7643-9891-0_5
[12] Franz, S. and Leone, M. (2003). Replica bounds for optimization problems and diluted spin systems. J. Stat. Phys. 111 535-564. · Zbl 1049.82070 · doi:10.1023/A:1022885828956
[13] Ghirlanda, S. and Guerra, F. (1998). General properties of overlap probability distributions in disordered spin systems. Towards Parisi ultrametricity. J. Phys. A 31 9149-9155. · Zbl 0953.82037 · doi:10.1088/0305-4470/31/46/006
[14] Guerra, F. (2003). Broken replica symmetry bounds in the mean field spin glass model. Comm. Math. Phys. 233 1-12. · Zbl 1013.82023 · doi:10.1007/s00220-002-0773-5
[15] Hoover, D. N. (1982). Row-column exchangeability and a generalized model for probability. In Exchangeability in Probability and Statistics ( Rome , 1981) 281-291. North-Holland, Amsterdam. · Zbl 0495.60040
[16] Kallenberg, O. (1989). On the representation theorem for exchangeable arrays. J. Multivariate Anal. 30 137-154. · Zbl 0676.60046 · doi:10.1016/0047-259X(89)90092-4
[17] Panchenko, D. (2005). A note on the free energy of the coupled system in the Sherrington-Kirkpatrick model. Markov Process. Related Fields 11 19-36. · Zbl 1071.60098
[18] Panchenko, D. (2007). A note on Talagrand’s positivity principle. Electron. Commun. Probab. 12 401-410 (electronic). · Zbl 1140.60355 · doi:10.1214/ECP.v12-1326
[19] Panchenko, D. (2010). A connection between the Ghirlanda-Guerra identities and ultrametricity. Ann. Probab. 38 327-347. · Zbl 1196.60167 · doi:10.1214/09-AOP484
[20] Panchenko, D. (2010). On the Dovbysh-Sudakov representation result. Electron. Commun. Probab. 15 330-338. · Zbl 1226.60050 · doi:10.1214/ECP.v15-1562
[21] Panchenko, D. (2010). The Ghirlanda-Guerra identities for mixed \(p\)-spin model. C. R. Math. Acad. Sci. Paris 348 189-192. · Zbl 1204.82036 · doi:10.1016/j.crma.2010.02.004
[22] Panchenko, D. and Talagrand, M. (2004). Bounds for diluted mean-fields spin glass models. Probab. Theory Related Fields 130 319-336. · Zbl 1101.82041 · doi:10.1007/s00440-004-0342-2
[23] Panchenko, D. and Talagrand, M. (2007). On one property of Derrida-Ruelle cascades. C. R. Math. Acad. Sci. Paris 345 653-656. · Zbl 1131.82046 · doi:10.1016/j.crma.2007.10.035
[24] Parisi, G. (1980). A sequence of approximate solutions to the S-K model for spin glasses. J. Phys. A 13 L115.
[25] Ruelle, D. (1987). A mathematical reformulation of Derrida’s REM and GREM. Comm. Math. Phys. 108 225-239. · Zbl 0617.60100 · doi:10.1007/BF01210613
[26] Talagrand, M. (2003). Spin Glasses : A Challenge for Mathematicians : Cavity and Mean Field Models. Ergebnisse der Mathematik und Ihrer Grenzgebiete . 3. Folge. A Series of Modern Surveys in Mathematics [ Results in Mathematics and Related Areas . 3 rd Series. A Series of Modern Surveys in Mathematics ] 46 . Springer, Berlin. · Zbl 1033.82002
[27] Talagrand, M. (2006). The Parisi formula. Ann. of Math. (2) 163 221-263. · Zbl 1137.82010 · doi:10.4007/annals.2006.163.221
[28] Talagrand, M. (2006). Parisi measures. J. Funct. Anal. 231 269-286. · Zbl 1117.82025 · doi:10.1016/j.jfa.2005.03.001
[29] Talagrand, M. (2010). Construction of pure states in mean field models for spin glasses. Probab. Theory Related Fields 148 601-643. · Zbl 1204.82037 · doi:10.1007/s00440-009-0242-6
[30] Talagrand, M. (2011). Mean Field Models for Spin Glasses. Volume I : Basic Examples. Ergebnisse der Mathematik und Ihrer Grenzgebiete . 3. Folge. A Series of Modern Surveys in Mathematics [ Results in Mathematics and Related Areas . 3 rd Series. A Series of Modern Surveys in Mathematics ] 54 . Springer, Berlin. · Zbl 1214.82002 · doi:10.1007/978-3-642-15202-3
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