We consider the optimal control of an unreliable manufacturing system with
restarting costs. In 1986 and 1988, Akella and Kumar (for the infinite hori
zon discounted cost) and Bielecki and Kumar (for the infinite horizon avera
ge expected cost) show that the optimal policy is given by an optimal inven
tory level ("hedging point policy"). Inspired by these simple systems, we e
xplore a new class of models in which the restarting costs are explicitly t
aken into account. The class of models discussed often allow complete analy
tical discussions. In particular, the optimal policy exhibits an (s; S) typ
e form. (C) 2000 Elsevier Science B.V. All rights reserved.