An efficient procedure for non-stationary inventory control

Citation
S. Gavirneni et S. Tayur, An efficient procedure for non-stationary inventory control, IIE TRANS, 33(2), 2001, pp. 83-89
Citations number
14
Categorie Soggetti
Engineering Management /General
Journal title
IIE TRANSACTIONS
ISSN journal
0740817X → ACNP
Volume
33
Issue
2
Year of publication
2001
Pages
83 - 89
Database
ISI
SICI code
0740-817X(200102)33:2<83:AEPFNI>2.0.ZU;2-7
Abstract
We present an efficient solution method - Direct Derivative Estimation (DDE ) - for computing optimal order-up-to levels for a discrete time non-statio nary inventory control model. We generalize a number of non-stationary inve ntory control models (which underlie larger models of supply chains) that i nclude forecast updates, seasonality, information sharing, and exchange-rat e fluctuations. This procedure is different from the existing ones in that it computes, in a recursive manner, the derivative of the cost function and not the cost function itself. It can also handle a much wider variety of f luctuations in the problem parameters. In our computational testing it was found to be considerably faster than Dynamic Programming and Infinitesimal Perturbation Analysis.