A connection between the Ghirlanda--Guerra identities and ultrametricity

We consider a symmetric positive definite weakly exchangeable infinite random matrix and show that, under the technical condition that its elements take a finite number of values, the Ghirlanda--Guerra identities imply ultrametricity.

[1]  D. Ruelle A mathematical reformulation of Derrida's REM and GREM , 1987 .

[2]  E. Bolthausen,et al.  On Ruelle's Probability Cascades and an Abstract Cavity Method , 1998 .

[3]  M. Talagrand,et al.  Spin Glasses: A Challenge for Mathematicians , 2003 .

[4]  G. Parisi A sequence of approximated solutions to the S-K model for spin glasses , 1980 .

[5]  F. Guerra,et al.  General properties of overlap probability distributions in disordered spin systems. Towards Parisi ultrametricity , 1998, cond-mat/9807333.

[6]  M. Aizenman,et al.  Characterization of invariant measures at the leading edge for competing particle systems , 2004, math/0410276.

[7]  M. Aizenman,et al.  On the structure of quasi-stationary competing particle systems , 2007, 0709.2901.

[8]  Olav Kallenberg,et al.  On the representation theorem for exchangeable arrays , 1989 .

[9]  Michel Talagrand,et al.  Construction of pure states in mean field models for spin glasses , 2010 .

[10]  L. Arguin Competing Particle Systems and the Ghirlanda-Guerra Identities , 2007, 0712.2338.

[11]  M. Aizenman,et al.  On the Stability of the Quenched State in Mean-Field Spin-Glass Models , 1997, cond-mat/9712129.

[12]  Dmitry Panchenko,et al.  On one property of Derrida–Ruelle cascades , 2007 .

[13]  M. Talagrand Spin glasses : a challenge for mathematicians : cavity and mean field models , 2003 .

[14]  S. Kirkpatrick,et al.  Solvable Model of a Spin-Glass , 1975 .

[15]  Anton Bovier,et al.  Derrida's Generalised Random Energy models 1: models with finitely many hierarchies , 2004 .

[16]  D. Panchenko A note on Talagrand's positivity principle , 2007, 0708.2453.

[17]  V. Sudakov,et al.  Gram-de finetti matrices , 1984 .

[18]  D. Aldous Exchangeability and related topics , 1985 .