TY - JOUR
T1 - A stochastic programming model for production planning of perishable products with postponement
AU - Leung, Stephen C. H.
AU - Ng, Wan-Lung
PY - 2007/4
Y1 - 2007/4
N2 - This study addresses the production planning problem for perishable products, in which the cost and shortage of products are minimised subject to a set of constraints such as warehouse space, labour working time and machine time. Using the concept of postponement, the production process for perishable products is differentiated into two phases to better utilise the resources. A two-stage stochastic programming with recourse model is developed to determine the production loading plan with uncertain demand and parameters. A set of data from a toy company shows the benefits of the postponement strategy: these include lower total cost and higher utilisation of resources. The impact of unit shortage cost under different probability distribution of economic scenarios on the total cost is analyzed. Comparative analysis of solutions with and without postponement strategies is also performed.
AB - This study addresses the production planning problem for perishable products, in which the cost and shortage of products are minimised subject to a set of constraints such as warehouse space, labour working time and machine time. Using the concept of postponement, the production process for perishable products is differentiated into two phases to better utilise the resources. A two-stage stochastic programming with recourse model is developed to determine the production loading plan with uncertain demand and parameters. A set of data from a toy company shows the benefits of the postponement strategy: these include lower total cost and higher utilisation of resources. The impact of unit shortage cost under different probability distribution of economic scenarios on the total cost is analyzed. Comparative analysis of solutions with and without postponement strategies is also performed.
KW - Perishable
KW - Postponement
KW - Production management
KW - Stochastic programming
UR - http://www.scopus.com/inward/record.url?scp=33947696633&partnerID=8YFLogxK
UR - https://www.scopus.com/record/pubmetrics.uri?eid=2-s2.0-33947696633&origin=recordpage
U2 - 10.1080/09537280601009047
DO - 10.1080/09537280601009047
M3 - RGC 21 - Publication in refereed journal
SN - 0953-7287
VL - 18
SP - 190
EP - 202
JO - Production Planning and Control
JF - Production Planning and Control
IS - 3
ER -