Study on PVC gloves production scheduling based on genetic algorithm

Yaoguang Hu; Wenqiang Mao; Xiangmin Cui; Yan Yan

doi:10.1109/ICIEA.2011.5975652

Study on PVC gloves production scheduling based on genetic algorithm

Yaoguang Hu^*, Wenqiang Mao, Xiangmin Cui, Yan Yan

^*Corresponding author for this work

School of Mechanical Engineering

Beijing Institute of Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Citation (Scopus)

Abstract

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.

Original language	English
Title of host publication	Proceedings of the 2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011
Pages	579-583
Number of pages	5
DOIs	https://doi.org/10.1109/ICIEA.2011.5975652
Publication status	Published - 2011
Event	2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011 - Beijing, China Duration: 21 Jun 2011 → 23 Jun 2011

Publication series

Name	Proceedings of the 2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011

Conference

Conference	2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011
Country/Territory	China
City	Beijing
Period	21/06/11 → 23/06/11

Keywords

PVC gloves production
genetic algorithm (GA)
hybrid flow shop
scheduling model

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10.1109/ICIEA.2011.5975652

Cite this

Hu, Y., Mao, W., Cui, X., & Yan, Y. (2011). Study on PVC gloves production scheduling based on genetic algorithm. In Proceedings of the 2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011 (pp. 579-583). Article 5975652 (Proceedings of the 2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011). https://doi.org/10.1109/ICIEA.2011.5975652

@inproceedings{46620f314fc94b359b2f860fe246f374,

title = "Study on PVC gloves production scheduling based on genetic algorithm",

abstract = "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.",

keywords = "PVC gloves production, genetic algorithm (GA), hybrid flow shop, scheduling model",

author = "Yaoguang Hu and Wenqiang Mao and Xiangmin Cui and Yan Yan",

year = "2011",

doi = "10.1109/ICIEA.2011.5975652",

language = "English",

isbn = "9781424487554",

series = "Proceedings of the 2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011",

pages = "579--583",

booktitle = "Proceedings of the 2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011",

note = "2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011 ; Conference date: 21-06-2011 Through 23-06-2011",

}

Hu, Y, Mao, W, Cui, X & Yan, Y 2011, Study on PVC gloves production scheduling based on genetic algorithm. in Proceedings of the 2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011., 5975652, Proceedings of the 2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011, pp. 579-583, 2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011, Beijing, China, 21/06/11. https://doi.org/10.1109/ICIEA.2011.5975652

Study on PVC gloves production scheduling based on genetic algorithm. / Hu, Yaoguang; Mao, Wenqiang; Cui, Xiangmin et al.
Proceedings of the 2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011. 2011. p. 579-583 5975652 (Proceedings of the 2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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

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DO - 10.1109/ICIEA.2011.5975652

M3 - Conference contribution

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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 -

Study on PVC gloves production scheduling based on genetic algorithm

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