Cpm. Van Hoesel et Apm. Wagelmans, Fully polynomial approximation schemes for single-item capacitated economic lot-sizing problems, MATH OPER R, 26(2), 2001, pp. 339-357
NP-hard cases of the single-item capacitated lot-sizing problem have been t
he topic of extensive research and continue to receive considerable attenti
on. However. surprisingly few theoretical results have been published on ap
proximation methods for these problems. To the best of our knowledge, until
now no polynomial approximation method is known that produces solutions wi
th a relative deviation from optimality that is bounded by a constant. In t
his paper we show that such methods do exist by presenting an even stronger
result: the existence of fully polynomial approximation schemes. The appro
ximation scheme is first developed for a quite general model, which has con
cave backlogging and production cost functions and arbitrary (monotone) hol
ding cost functions. Subsequently we discuss important special cases of the
model and extensions of the approximation scheme to even more general mode
ls.