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A Multi-Objective Optimization Model for Green Supply Chain Considering Environmental Benefits

Author

Listed:
  • Jie Jian

    (School of Economic and Management, Chongqing University of Posts and Telecommunications, Chongqing 400065, China)

  • Yu Guo

    (School of Economic and Management, Chongqing University of Posts and Telecommunications, Chongqing 400065, China)

  • Lin Jiang

    (School of Economic and Management, Chongqing University of Posts and Telecommunications, Chongqing 400065, China)

  • Yanyan An

    (School of Economic and Management, Chongqing University of Posts and Telecommunications, Chongqing 400065, China)

  • Jiafu Su

    (Chongqing Key Laboratory of Electronic Commerce & Supply Chain System, National Research Base of Intelligent Manufacturing Service, Chongqing Technology and Business University, Chongqing 400067, China
    School of Management and Economics, University of Electronic Science and Technology of China, Chengdu 611731, China)

Abstract

Whether the upstream and downstream members in a supply chain (considering environmental objectives) simultaneously stabilize economic benefits has become an important problem in the process of green development. However, few quantitative studies on green supply chains have considered environmental and economic benefits to realize multi-objective optimization. To study operation and cooperation strategies with a consideration of the different objective on the level of supply chain, we first establish a green supply chain game model with profit and environment objectives simultaneously considered by the manufacturer. Then, we analyze the multi-objective decisions of the supply chain members under centralized control using a manufacturer-led Stackelberg game and revenue-sharing contract. Using the manufacturer’s environmental preference as a variable, the effects of environmental benefits on the supply chain are also investigated. Finally, this study determines that the manufacturer’s profit will be reduced after considering the objective of environmental benefits, while the retailer’s profit, product greenness, and environmental benefits will be improved. Meanwhile, the total profit of the green supply chain will first increase and then decrease. In particular, a revenue-sharing contract can facilitate the coordination of multiple objectives; in this way, both the manufacturer and the retailer achieve higher profits and environmental benefits compared to a decentralized control condition, which is of great significance in achieving a win–win situation for the economy and the environment.

Suggested Citation

  • Jie Jian & Yu Guo & Lin Jiang & Yanyan An & Jiafu Su, 2019. "A Multi-Objective Optimization Model for Green Supply Chain Considering Environmental Benefits," Sustainability, MDPI, vol. 11(21), pages 1-20, October.
    • Handle: RePEc:gam:jsusta:v:11:y:2019:i:21:p:5911-:d:279868
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    References listed on IDEAS

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    1. Fernando Bernstein & Awi Federgruen, 2005. "Decentralized Supply Chains with Competing Retailers Under Demand Uncertainty," Management Science, INFORMS, vol. 51(1), pages 18-29, January.
    2. Ghosh, Debabrata & Shah, Janat, 2012. "A comparative analysis of greening policies across supply chain structures," International Journal of Production Economics, Elsevier, vol. 135(2), pages 568-583.
    3. Jie Yang & Jiafu Su & Lijun Song, 2019. "Selection of Manufacturing Enterprise Innovation Design Project Based on Consumer’s Green Preferences," Sustainability, MDPI, vol. 11(5), pages 1-16, March.
    4. Jiafu Su & Chi Li & Sang-Bing Tsai & Hui Lu & Aijun Liu & Quan Chen, 2018. "A Sustainable Closed-Loop Supply Chain Decision Mechanism in the Electronic Sector," Sustainability, MDPI, vol. 10(4), pages 1-15, April.
    5. Tom Waas & Jean Hugé & Thomas Block & Tarah Wright & Francisco Benitez-Capistros & Aviel Verbruggen, 2014. "Sustainability Assessment and Indicators: Tools in a Decision-Making Strategy for Sustainable Development," Sustainability, MDPI, vol. 6(9), pages 1-23, August.
    6. Shaofu Du & Li Hu & Li Wang, 2017. "Low-carbon supply policies and supply chain performance with carbon concerned demand," Annals of Operations Research, Springer, vol. 255(1), pages 569-590, August.
    7. Yun Bai & Zhenzhong Sun & Bo Zeng & Jianyu Long & Lin Li & José Valente Oliveira & Chuan Li, 2019. "A comparison of dimension reduction techniques for support vector machine modeling of multi-parameter manufacturing quality prediction," Journal of Intelligent Manufacturing, Springer, vol. 30(5), pages 2245-2256, June.
    8. Mirhedayatian, Seyed Mostafa & Azadi, Majid & Farzipoor Saen, Reza, 2014. "A novel network data envelopment analysis model for evaluating green supply chain management," International Journal of Production Economics, Elsevier, vol. 147(PB), pages 544-554.
    9. Gao Xiang Lou & Hai Yang Xia & Jie Qiong Zhang & Ti Jun Fan, 2015. "Investment Strategy of Emission-Reduction Technology in a Supply Chain," Sustainability, MDPI, vol. 7(8), pages 1-25, August.
    10. Tom Waas & Jean Huge & Thomas BLOCK & Tarah Wright & Francisco Javier Benitez Capistros & Aviel Verbruggen, 2014. "Sustainability assessment and indicators: Tools in a decision-making strategy for sustainable development," ULB Institutional Repository 2013/189410, ULB -- Universite Libre de Bruxelles.
    11. Jiafu Su & Chi Li & Qingjun Zeng & Jiaquan Yang & Jie Zhang, 2019. "A Green Closed-Loop Supply Chain Coordination Mechanism Based on Third-Party Recycling," Sustainability, MDPI, vol. 11(19), pages 1-14, September.
    12. Ghosh, Debabrata & Shah, Janat, 2015. "Supply chain analysis under green sensitive consumer demand and cost sharing contract," International Journal of Production Economics, Elsevier, vol. 164(C), pages 319-329.
    13. Leng, Mingming & Parlar, Mahmut, 2009. "Lead-time reduction in a two-level supply chain: Non-cooperative equilibria vs. coordination with a profit-sharing contract," International Journal of Production Economics, Elsevier, vol. 118(2), pages 521-544, April.
    14. Rylie E.O. Pelton & Timothy M. Smith, 2015. "Hotspot Scenario Analysis," Journal of Industrial Ecology, Yale University, vol. 19(3), pages 427-440, June.
    15. Albert Y. Ha & Quan Tian & Shilu Tong, 2017. "Information Sharing in Competing Supply Chains with Production Cost Reduction," Manufacturing & Service Operations Management, INFORMS, vol. 19(2), pages 246-262, May.
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