TY - GEN
T1 - Study on PVC gloves production scheduling based on genetic algorithm
AU - Hu, Yaoguang
AU - Mao, Wenqiang
AU - Cui, Xiangmin
AU - Yan, Yan
PY - 2011
Y1 - 2011
N2 - In order to describe the PVC gloves production scheduling problem in the multi-varieties and small-batch production pattern which belongs to hybrid flow shop scheduling problem, this paper introduced a scheduling model with the target of minimizing the sum of earliness and tardiness costs. And genetic algorithm was used to get the optimal solution of the problem by solving the model above. Considering the particularity of PVC gloves production, the matrix encoding but not the traditional chromosome was adopted to represent production scheduling sequence in the algorithm. Finally, a case was applied to validate the effectiveness of the model and algorithm in a PVC gloves manufacturing enterprise.
AB - In order to describe the PVC gloves production scheduling problem in the multi-varieties and small-batch production pattern which belongs to hybrid flow shop scheduling problem, this paper introduced a scheduling model with the target of minimizing the sum of earliness and tardiness costs. And genetic algorithm was used to get the optimal solution of the problem by solving the model above. Considering the particularity of PVC gloves production, the matrix encoding but not the traditional chromosome was adopted to represent production scheduling sequence in the algorithm. Finally, a case was applied to validate the effectiveness of the model and algorithm in a PVC gloves manufacturing enterprise.
KW - PVC gloves production
KW - genetic algorithm (GA)
KW - hybrid flow shop
KW - scheduling model
UR - http://www.scopus.com/inward/record.url?scp=80052208002&partnerID=8YFLogxK
U2 - 10.1109/ICIEA.2011.5975652
DO - 10.1109/ICIEA.2011.5975652
M3 - Conference contribution
AN - SCOPUS:80052208002
SN - 9781424487554
T3 - Proceedings of the 2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011
SP - 579
EP - 583
BT - Proceedings of the 2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011
T2 - 2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011
Y2 - 21 June 2011 through 23 June 2011
ER -