TY - JOUR
T1 - Multi-item production planning with stochastic demand
T2 - A ranking-based solution
AU - Shen, Yuelin
N1 - Funding Information:
The author is grateful to Dr Karl G. Kempf and Prof. Sean P. Willems for many stimulating discussions which have motivated this study. The referee’s comments have helped to improve the exposition of the paper in many places. This study was also supported by a grant from the National Science of Foundation of China (Grant no. 71071091).
PY - 2013/1/1
Y1 - 2013/1/1
N2 - This paper presents a deterministic nonlinear program in rolling-schedule form for multi-item production planning with uncertain demand and a capacity constraint. In the one-period case, a ranking-based cutoff policy is shown to be optimal. In the multi-period case with scarce capacity, a critical managerial choice is whether to produce quantities meeting mean levels of demand for less important products in immediate periods or to build up safety stocks for more important products in future periods. We address this question by formulating a two-period model and solve it using a multi-component algorithm. Numerical studies are also conducted to gain insights into capacity sharing with regard to product lifecycles and cost differences.
AB - This paper presents a deterministic nonlinear program in rolling-schedule form for multi-item production planning with uncertain demand and a capacity constraint. In the one-period case, a ranking-based cutoff policy is shown to be optimal. In the multi-period case with scarce capacity, a critical managerial choice is whether to produce quantities meeting mean levels of demand for less important products in immediate periods or to build up safety stocks for more important products in future periods. We address this question by formulating a two-period model and solve it using a multi-component algorithm. Numerical studies are also conducted to gain insights into capacity sharing with regard to product lifecycles and cost differences.
KW - Kuhn-Tucker condition
KW - cutoff policy
KW - ranking
KW - rolling schedule
UR - http://www.scopus.com/inward/record.url?scp=84870291348&partnerID=8YFLogxK
U2 - 10.1080/00207543.2011.653454
DO - 10.1080/00207543.2011.653454
M3 - Article
AN - SCOPUS:84870291348
SN - 0020-7543
VL - 51
SP - 138
EP - 153
JO - International Journal of Production Research
JF - International Journal of Production Research
IS - 1
ER -