In these notes, we continue our investigation of classical toy models of disordered statistical mechanics, through techniques recently developed and tested mainly on the paradigmatic Sherrington-Kirkpatrick spin glass. Here, we consider the p-spin-glass model with Ising spins and interactions drawn from a normal distribution N[0, 1]. After a general presentation of its properties (e. g., self-averaging of the free energy, existence of a suitable thermodynamic limit), we study its equilibrium behavior within the Hamilton-Jacobi framework and the smooth cavity approach. Through the former we find both the RS and the 1-RSB expressions for the free-energy, coupled with their self-consistent relations for the overlaps. Through the latter, we recover these results as irreducible expression, and we study the generalization of the overlap polynomial identities suitable for this model; a discussion on their deep connection with the structure of the internal energy and the entropy closes the investigation. (C) 2012 American Institute of Physics. [http://dx.doi.org/10.1063/1.4729233]
Notes on the p-spin glass studied via Hamilton-Jacobi and smooth-cavity techniques / Agliari, Elena; Barra, Adriano; Raffaella, Burioni; Aldo Di, Biasio. - In: JOURNAL OF MATHEMATICAL PHYSICS. - ISSN 0022-2488. - ELETTRONICO. - 53:6(2012), p. 063304. [10.1063/1.4729233]
Notes on the p-spin glass studied via Hamilton-Jacobi and smooth-cavity techniques
AGLIARI, ELENA;BARRA, ADRIANO;
2012
Abstract
In these notes, we continue our investigation of classical toy models of disordered statistical mechanics, through techniques recently developed and tested mainly on the paradigmatic Sherrington-Kirkpatrick spin glass. Here, we consider the p-spin-glass model with Ising spins and interactions drawn from a normal distribution N[0, 1]. After a general presentation of its properties (e. g., self-averaging of the free energy, existence of a suitable thermodynamic limit), we study its equilibrium behavior within the Hamilton-Jacobi framework and the smooth cavity approach. Through the former we find both the RS and the 1-RSB expressions for the free-energy, coupled with their self-consistent relations for the overlaps. Through the latter, we recover these results as irreducible expression, and we study the generalization of the overlap polynomial identities suitable for this model; a discussion on their deep connection with the structure of the internal energy and the entropy closes the investigation. (C) 2012 American Institute of Physics. [http://dx.doi.org/10.1063/1.4729233]I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.