We investigate the problem of determining lot sizes for multiple items
when the expected percentage of acceptable output increases with the
duration of the production run, usually due to adjustments made during
the early part of the production run. Such problems arise in metal st
amping, textile finishing processes, and a variety of other industries
. The goal is to minimize the total cost of production, inventory hold
ing costs, and setup costs (where applicable). We develop a heuristic
procedure based on a Lagrangian relaxation that differs from relaxatio
ns used in earlier studies. We use various properties of the objective
function to guide the adjustment of the initial solution from the rel
axation toward feasibility. Computational results indicate that, on th
e average, the heuristic produces solutions within 4.9% of the lower b
ound obtained from the Lagrangian relaxation. (C) 1996 John Wiley & So
ns, Inc.