T. Munakata et S. Oyama, ADAPTIVE SIMULATION, LINEAR-RESPONSE AND NONERGODIC TRANSITION, Progress of theoretical physics. Supplement, (126), 1997, pp. 301-304
Adaptive Monte Carlo methods such as multi-canonical sampling and simu
lated annealing are considered based on the linear response theory, yi
elding useful information on, e.g., an update formula, energy diffusio
n constant and a cooling rate. Application of these Monte Carlo method
s to the coupled Duffing oscillators reveals not only the liquid-solid
transition but also the existence of a metastable nonergodic phase in
the strong coupling limit.