Multilevel Lot-Sizing with Inventory Bounds
We consider a single-item multilevel lot-sizing problem with a serial structure where one of the levels has an inventory capacity (the bottleneck level). We propose a novel dynamic programming algorithm combining Zangwill’s approach for the uncapacitated problem and the basis-path approach for the p...
Gespeichert in:
Veröffentlicht in: | INFORMS journal on computing 2023-11, Vol.35 (6), p.1470-1490 |
---|---|
1. Verfasser: | |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
Zusammenfassung: | We consider a single-item multilevel lot-sizing problem with a serial structure where one of the levels has an inventory capacity (the bottleneck level). We propose a novel dynamic programming algorithm combining Zangwill’s approach for the uncapacitated problem and the basis-path approach for the production capacitated problem. Under reasonable assumptions on the cost parameters the time complexity of the algorithm is
O
(
L
T
6
)
with
L
the number of levels in the supply chain and
T
the length of the planning horizon. Computational tests show that our algorithm is significantly faster than the commercial solver C
plex
applied to a standard formulation and can solve reasonably sized instances up to 48 periods and 12 levels in a few minutes.
History:
Accepted by Andrea Lodi, Area Editor for Design & Analysis of Algorithms–Discrete.
Funding:
This work was supported by the National Research Foundation of Korea (NRF) funded by the Ministry of Education [Grant 2014R1A1A2058513]. |
---|---|
ISSN: | 1091-9856 1526-5528 1091-9856 |
DOI: | 10.1287/ijoc.2022.0216 |