Hysteresis in the zero-temperature random field Ising model on directed random graphs
arXiv:1808.05113 · doi:10.1103/PhysRevE.98.032144
Abstract
We use zero-temperature Glauber dynamics to study hysteresis in the random-field Ising model on directed random graphs. The critical behavior of the model depends on the connectivity of the graph rather differently from that on undirected graphs. Directed graphs and zero-temperature dynamics are relevant to a wide class of social phenomena including opinion dynamics. We discuss the efficacy of increasing external influence in inducing a first-order phase transition in opinion dynamics. The numerical results are supported by an analytic solution of the model.
refereed version, to appear in Physical Review E