Bi-objective optimization for closed-loop food supply chain involving returnable transport items

Yipei Zhang; Feng Chu; Ada Che

doi:10.1109/IESM45758.2019.8948214

Bi-objective optimization for closed-loop food supply chain involving returnable transport items

Yipei Zhang
, Feng Chu
, Ada Che

管理学院

Northwestern Polytechnical University Xian
Biologie Intégrative et Systèmes Complexes (IBISC)

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

2 引用（Scopus）

摘要

This paper investigates a multi-period closed-loop food supply chain planning problem. Returnable transport items are used to ship food products from a single manufacturer to multiple retailers. Food quality deteriorates over periods. Both economic and environmental issues are taken into consideration. For the problem, we propose a bi-objective mixed integer linear program to simultaneously maximize the total profit and minimize the carbon emissions of the holistic supply chain. Aiming to obtain the Pareto front of the problem, we adapt an \varepsilon -constraint method to transform the bi-objective model into a series of single-objective ones which are optimally solved by CPLEX. Computational experiments conducted on randomly generated instances and an illustrative example demonstrate the validity and effectiveness of the proposed model.

源语言	英语
主期刊名	Proceedings of the 2019 International Conference on Industrial Engineering and Systems Management, IESM 2019
编辑	Feifeng Zheng, Feng Chu, Ming Liu
出版商	Institute of Electrical and Electronics Engineers Inc.
ISBN（电子版）	9781728115665
DOI	https://doi.org/10.1109/IESM45758.2019.8948214
出版状态	已出版 - 9月 2019
活动	2019 International Conference on Industrial Engineering and Systems Management, IESM 2019 - Shanghai, 中国期限: 25 9月 2019 → 27 9月 2019

出版系列

姓名	Proceedings of the 2019 International Conference on Industrial Engineering and Systems Management, IESM 2019

会议

会议	2019 International Conference on Industrial Engineering and Systems Management, IESM 2019
国家/地区	中国
市	Shanghai
时期	25/09/19 → 27/09/19

联合国可持续发展目标

此成果有助于实现下列可持续发展目标：

可持续发展目标 2 零饥饿
可持续发展目标 9 产业、创新和基础设施

访问文件

10.1109/IESM45758.2019.8948214

其它文件与链接

链接到 Scopus 的出版物

引用此

Zhang, Y., Chu, F., & Che, A. (2019). Bi-objective optimization for closed-loop food supply chain involving returnable transport items. 在 F. Zheng, F. Chu, & M. Liu (编辑), Proceedings of the 2019 International Conference on Industrial Engineering and Systems Management, IESM 2019 文章 8948214 (Proceedings of the 2019 International Conference on Industrial Engineering and Systems Management, IESM 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IESM45758.2019.8948214

Zhang, Yipei ; Chu, Feng ; Che, Ada. / Bi-objective optimization for closed-loop food supply chain involving returnable transport items. Proceedings of the 2019 International Conference on Industrial Engineering and Systems Management, IESM 2019. 编辑 / Feifeng Zheng ; Feng Chu ; Ming Liu. Institute of Electrical and Electronics Engineers Inc., 2019. (Proceedings of the 2019 International Conference on Industrial Engineering and Systems Management, IESM 2019).

@inproceedings{80bba3ad5f284f559b9a9f7907530b36,

title = "Bi-objective optimization for closed-loop food supply chain involving returnable transport items",

abstract = "This paper investigates a multi-period closed-loop food supply chain planning problem. Returnable transport items are used to ship food products from a single manufacturer to multiple retailers. Food quality deteriorates over periods. Both economic and environmental issues are taken into consideration. For the problem, we propose a bi-objective mixed integer linear program to simultaneously maximize the total profit and minimize the carbon emissions of the holistic supply chain. Aiming to obtain the Pareto front of the problem, we adapt an \textbackslash{}varepsilon -constraint method to transform the bi-objective model into a series of single-objective ones which are optimally solved by CPLEX. Computational experiments conducted on randomly generated instances and an illustrative example demonstrate the validity and effectiveness of the proposed model.",

keywords = "bi-objective optimization, closed-loop supply chain planning, mixed integer linear program, perishable food product, ϵ-constraint method",

author = "Yipei Zhang and Feng Chu and Ada Che",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 2019 International Conference on Industrial Engineering and Systems Management, IESM 2019 ; Conference date: 25-09-2019 Through 27-09-2019",

year = "2019",

month = sep,

doi = "10.1109/IESM45758.2019.8948214",

language = "英语",

series = "Proceedings of the 2019 International Conference on Industrial Engineering and Systems Management, IESM 2019",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

editor = "Feifeng Zheng and Feng Chu and Ming Liu",

booktitle = "Proceedings of the 2019 International Conference on Industrial Engineering and Systems Management, IESM 2019",

}

Zhang, Y, Chu, F & Che, A 2019, Bi-objective optimization for closed-loop food supply chain involving returnable transport items. 在 F Zheng, F Chu & M Liu (编辑), Proceedings of the 2019 International Conference on Industrial Engineering and Systems Management, IESM 2019., 8948214, Proceedings of the 2019 International Conference on Industrial Engineering and Systems Management, IESM 2019, Institute of Electrical and Electronics Engineers Inc., 2019 International Conference on Industrial Engineering and Systems Management, IESM 2019, Shanghai, 中国, 25/09/19. https://doi.org/10.1109/IESM45758.2019.8948214

Bi-objective optimization for closed-loop food supply chain involving returnable transport items. / Zhang, Yipei; Chu, Feng; Che, Ada.
Proceedings of the 2019 International Conference on Industrial Engineering and Systems Management, IESM 2019. 编辑 / Feifeng Zheng; Feng Chu; Ming Liu. Institute of Electrical and Electronics Engineers Inc., 2019. 8948214 (Proceedings of the 2019 International Conference on Industrial Engineering and Systems Management, IESM 2019).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

TY - GEN

T1 - Bi-objective optimization for closed-loop food supply chain involving returnable transport items

AU - Zhang, Yipei

AU - Chu, Feng

AU - Che, Ada

PY - 2019/9

Y1 - 2019/9

N2 - This paper investigates a multi-period closed-loop food supply chain planning problem. Returnable transport items are used to ship food products from a single manufacturer to multiple retailers. Food quality deteriorates over periods. Both economic and environmental issues are taken into consideration. For the problem, we propose a bi-objective mixed integer linear program to simultaneously maximize the total profit and minimize the carbon emissions of the holistic supply chain. Aiming to obtain the Pareto front of the problem, we adapt an \varepsilon -constraint method to transform the bi-objective model into a series of single-objective ones which are optimally solved by CPLEX. Computational experiments conducted on randomly generated instances and an illustrative example demonstrate the validity and effectiveness of the proposed model.

AB - This paper investigates a multi-period closed-loop food supply chain planning problem. Returnable transport items are used to ship food products from a single manufacturer to multiple retailers. Food quality deteriorates over periods. Both economic and environmental issues are taken into consideration. For the problem, we propose a bi-objective mixed integer linear program to simultaneously maximize the total profit and minimize the carbon emissions of the holistic supply chain. Aiming to obtain the Pareto front of the problem, we adapt an \varepsilon -constraint method to transform the bi-objective model into a series of single-objective ones which are optimally solved by CPLEX. Computational experiments conducted on randomly generated instances and an illustrative example demonstrate the validity and effectiveness of the proposed model.

KW - bi-objective optimization

KW - closed-loop supply chain planning

KW - mixed integer linear program

KW - perishable food product

KW - ϵ-constraint method

UR - https://www.scopus.com/pages/publications/85078726785

U2 - 10.1109/IESM45758.2019.8948214

DO - 10.1109/IESM45758.2019.8948214

M3 - 会议稿件

AN - SCOPUS:85078726785

T3 - Proceedings of the 2019 International Conference on Industrial Engineering and Systems Management, IESM 2019

BT - Proceedings of the 2019 International Conference on Industrial Engineering and Systems Management, IESM 2019

A2 - Zheng, Feifeng

A2 - Chu, Feng

A2 - Liu, Ming

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2019 International Conference on Industrial Engineering and Systems Management, IESM 2019

Y2 - 25 September 2019 through 27 September 2019

ER -

Zhang Y, Chu F, Che A. Bi-objective optimization for closed-loop food supply chain involving returnable transport items. 在 Zheng F, Chu F, Liu M, 编辑, Proceedings of the 2019 International Conference on Industrial Engineering and Systems Management, IESM 2019. Institute of Electrical and Electronics Engineers Inc. 2019. 8948214. (Proceedings of the 2019 International Conference on Industrial Engineering and Systems Management, IESM 2019). doi: 10.1109/IESM45758.2019.8948214

Bi-objective optimization for closed-loop food supply chain involving returnable transport items

摘要

出版系列

会议

联合国可持续发展目标

访问文件

其它文件与链接

指纹

引用此