A system of three Josephson junctions driven by a direct current is modelled and studied both numerically and with a perturbative approach. The results are compared and the relation with experiment is discussed. Hysteretic behavior is observed and predicted with the perturbation. Chaotic behavior is also observed and analyzed. Extensions of the approach to other models is discussed.