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A simple one dimensional glassy Kac model

Andrea Montanari1 and Antoine Sinton2

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Figure 1

Figure 1. Factor graph representation of a portion of a KacXOR formula with k = 3 and R = 3. Empty circles correspond to variables (columns of \H ) and filled squares to equations (rows of \H ).



Figure 2

Figure 2. Ground state entropy density in the thermodynamic limit \phi_R(\gamma)=\lim
_{L\to \infty } \phi_{L, R} (\gamma) , cf equation (10), for the standard and improved ensembles. Here k = 3 and γ = 0.4. The horizontal line marks the R\to \infty limit phi(γ) = 0.6.



Figure 3

Figure 3. Subtracted entropy density \ph_{L, R}(\gamma)=\phi_{L, R}(\gamma)-1+\gamma
for various values of L and R = 25 constant. We also plot the result of an L\to \infty extrapolation and the analytical mean field prediction phi(0)(γ)–1 + γ (continuous line).



Figure 4

Figure 4. Subtracted entropy density in the thermodynamic limit: \ph_{R}(\gamma)=\phi
_{R}(\gamma)-1+\gamma for various values of R, together with the mean field prediction phi(0)(γ)–1 + γ (continuous line).



Figure 5

Figure 5. Ground state entropy density phiR(γ), extrapolated to the thermodynamic limit, versus the inverse interaction range 1/(2R + 1) for various values of γ. Straight lines correspond to the analytic prediction, cf equation (17).



Figure 6

Figure 6. Subtracted entropy density \ph_{L, R}(\gamma)=\phi_{L, R}(\gamma)-1+\gamma
as a function of γ for several at \ell=L/R=50 fixed. The continuous line corresponds to the analytical prediction \phi^*_\ell
(\gamma)-1+\gamma in the R\to \infty limit.



Figure 7

Figure 7. Correlation \widetilde {G}(n;\tL, R, \gamma) between the boundary of a box of size 2\tL+1=2\ell R+1 and a point in its interior (at distance n = zR from the centre). In the right frames: blow-up of the region near the boundary. The continuous line (partially hidden by data points) corresponds to the analytic prediction obtained by solving equation (21).



Figure 8

Figure 8. Point-to-set correlation length in units of the interaction range R. The continuous line corresponds to the analytic prediction for R\to \infty
and diverges at the glass transition γs(k = 3) ≈ 0.917 935.




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