A tin factory obtains its material from steel works. This consists of
sheets of tinned iron which may have very diverging specifications wit
h respect to length, width, thickness, and thicknesses of tinfoils. Pr
ices per unit of volume vary with width and thickness. For large quant
ities of the same size discounts are given. As a consequence of the pr
ice structure it is often advantageous for the factory to order sheets
of larger sizes than needed and to resell the leftover pieces as scar
p. The question is which sizes and quantities one should order if one
wishes to minimize total purchase cost. This problem is formulated as
a combinatorial optimization problem that is solved by Lagrangean rela
xation and subgradient techniques.