Finite-size effects in random energy models and in the problem of polymers in a random medium

By the use of traveling wave equations we calculate the finite-size corrections to the free energy of random energy models in their low-temperature phases and in the neighborhood of the transition temperature. We find that although the extensive part of the free energy does not show any critical behavior when the temperature approaches its transition value, the finite-size corrections signal the transition by becoming singular. We obtain a scaling form for these finite-size corrections valid in the limitN→∞ andT→Tc. By considering a generalized random energy model in the limit of a very large number of steps, we obtain results for the finite-size corrections in the problem of a polymer in a random medium.

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

[2]  A random covering interpretation for the phase transition of the random energy model , 1990 .

[3]  M. Mézard,et al.  Spin Glass Theory and Beyond , 1987 .

[4]  K. Binder,et al.  Spin glasses: Experimental facts, theoretical concepts, and open questions , 1986 .

[5]  Pierre Picco,et al.  On the existence of thermodynamics for the random energy model , 1984 .

[6]  R. Palmer,et al.  Solution of 'Solvable model of a spin glass' , 1977 .

[7]  A. Young Direct determination of the probability distribution for the spin-glass order parameter , 1983 .

[8]  B. Derrida Random-Energy Model: Limit of a Family of Disordered Models , 1980 .

[9]  H. Hilhorst,et al.  Random (free) energies in spin glasses , 1985 .

[10]  Fluctuations in Derrida's random energy and generalized random energy models , 1989 .

[11]  Giorgio Parisi,et al.  Infinite Number of Order Parameters for Spin-Glasses , 1979 .

[12]  H. McKean Application of brownian motion to the equation of kolmogorov-petrovskii-piskunov , 1975 .

[13]  W. van Saarloos,et al.  Front propagation into unstable states: Marginal stability as a dynamical mechanism for velocity selection. , 1988, Physical review. A, General physics.

[14]  Poisson point processes, cascades, and random coverings ofRn , 1991 .

[15]  B. Derrida A generalization of the Random Energy Model which includes correlations between energies , 1985 .

[16]  Bernard Derrida,et al.  Solution of the generalised random energy model , 1986 .

[17]  Bernard Derrida,et al.  Polymers on disordered hierarchical lattices: A nonlinear combination of random variables , 1989 .

[18]  B. Derrida,et al.  Lyapunov exponents of large, sparse random matrices and the problem of directed polymers with complex random weights , 1990 .

[19]  Eshel Ben-Jacob,et al.  Pattern propagation in nonlinear dissipative systems , 1985 .

[20]  B. Derrida,et al.  Polymers on disordered trees, spin glasses, and traveling waves , 1988 .

[21]  Bernard Derrida,et al.  The probability distribution of the partition function of the random energy model , 1989 .

[22]  T. Eisele On a third-order phase transition , 1983 .

[23]  Sample to sample fluctuations in the random energy model , 1985 .

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

[25]  J. Imbrie,et al.  Diffusion of directed polymers in a random environment , 1988 .

[26]  P. Picco,et al.  On the existence of thermodynamics for the generalized random energy model , 1987 .