Microcanonical determination of the order parameter critical exponent

Abstract

A highly efficient Monte Carlo method for the calculation of the density of states of classical spin systems is presented. As an application, we investigate the density of states Omega_N(E,M) of two- and three-dimensional Ising models with N spins as a function of energy E and magnetization M. For a fixed energy lower than a critical value E_{c,N} the density of states exhibits two sharp maxima at $M = \pm M_{sp}(E)$ which define the microcanonical spontaneous magnetization. An analysis of the form $M_{sp}(E) \propto (E_{c,\infty}-E)^{β_ε}$ yields very good results for the critical exponent $β_ε$, thus demonstrating that critical exponents can be determined by analysing directly the density of states of finite systems.