Physics – Condensed Matter – Disordered Systems and Neural Networks
Scientific paper
2003-09-25
Physics
Condensed Matter
Disordered Systems and Neural Networks
4 pages, 6 figures
Scientific paper
10.1088/0305-4470/37/9/L01
We have studied low-lying metastable states of the $\pm J$ Heisenberg model in two ($d=2$) and three ($d=3$) dimensions having developed a hybrid genetic algorithm. We have found a strong evidence of the occurrence of the Parisi states in $d=3$ but not in $d=2$. That is, in $L^d$ lattices, there exist metastable states with a finite excitation energy of $\Delta E \sim O(J)$ for $L \to \infty$, and energy barriers $\Delta W$ between the ground state and those metastable states are $\Delta W \sim O(JL^{\theta})$ with $\theta > 0$ in $d=3$ but with $\theta < 0$ in $d=2$. We have also found droplet-like excitations, suggesting a mixed scenario of the replica-symmetry-breaking picture and the droplet picture recently speculated in the Ising SG model.
Baba Yoshihiro
Matsubara Fumitaka
Shirakura Takayuki
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