Random-energy model: An exactly solvable model of disordered systems

Random-energy model: An exactly solvable model of disordered systems

1981 | Bernard Derrida
The random-energy model (REM) is introduced as a simple, exactly solvable model of disordered systems. The model describes a system with $2^N$ energy levels, which are independent random variables distributed according to a specific probability distribution. The REM exhibits a phase transition at a critical temperature $T_c$, and the low-temperature phase is completely frozen. The model's thermodynamic properties, such as the specific heat and ground-state energy, are calculated in detail. The REM's behavior is compared with that of the Sherrington-Kirkpatrick (SK) model, showing qualitative similarities. The replica method is analyzed, and it is shown that an unstable saddle point gives the correct low-temperature free energy. The REM's behavior in the presence of a uniform magnetic field and ferromagnetic pair interactions is studied, leading to phase diagrams similar to those of the SK model. The REM provides lower bounds for the ground-state energies of a large class of spin-glass models. The paper concludes by discussing the limitations of the replica method and the need to account for correlations between energy levels in more realistic models.The random-energy model (REM) is introduced as a simple, exactly solvable model of disordered systems. The model describes a system with $2^N$ energy levels, which are independent random variables distributed according to a specific probability distribution. The REM exhibits a phase transition at a critical temperature $T_c$, and the low-temperature phase is completely frozen. The model's thermodynamic properties, such as the specific heat and ground-state energy, are calculated in detail. The REM's behavior is compared with that of the Sherrington-Kirkpatrick (SK) model, showing qualitative similarities. The replica method is analyzed, and it is shown that an unstable saddle point gives the correct low-temperature free energy. The REM's behavior in the presence of a uniform magnetic field and ferromagnetic pair interactions is studied, leading to phase diagrams similar to those of the SK model. The REM provides lower bounds for the ground-state energies of a large class of spin-glass models. The paper concludes by discussing the limitations of the replica method and the need to account for correlations between energy levels in more realistic models.
Reach us at info@study.space
[slides] Random-energy model%3A An exactly solvable model of disordered systems | StudySpace