One part-type hybrid manufacturing–remanufacturing facility with setup. Production and setup policy optimization in a stochastic dynamic environment. Coordinated policy for setup, manufacturing and remanufacturing activities. Analytical computation of the optimal cyclic production schedule. Convergence of perturbed trajectories to the limit cycles.