IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v12y2020i23p10117-d456024.html
   My bibliography  Save this article

Design and Optimization of the Dual-Channel Closed Loop Supply Chain with E-Commerce

Author

Listed:
  • Essam Kaoud

    (Department of Mechanical Engineering, Toyohashi University of Technology, Toyohashi 441-8580, Japan
    Mechanical Engineering Department, Faculty of Engineering, Assiut University, Assiut 71516, Egypt)

  • Mohammad A. M. Abdel-Aal

    (Systems Engineering Department, King Fahd University of Petroleum and Minerals, Dhahran 31261, Saudi Arabia)

  • Tatsuhiko Sakaguchi

    (Department of Informatics, Faculty of Engineering, Kindai University, Higashi-Hiroshima 739-2116, Japan)

  • Naoki Uchiyama

    (Department of Mechanical Engineering, Toyohashi University of Technology, Toyohashi 441-8580, Japan)

Abstract

The depletion of natural resources and the degradation of the ecosystem have led many countries to adopt closed-loop supply activities in both their industrial and service sectors. With the widespread use of Internet technology, these aspects motivate the incorporation of e-commerce with the classical closed-loop supply chain. This study suggests a novel mixed-integer linear programming (MILP) model that addresses the integration of e-commerce with a multi-echelon closed-loop supply chain with a multi-period planning time horizon by considering dual channels in manufacturing, and recovery facilities. To validate the model, we obtain optimal decision variables and examine the robustness and applicability of the model, and comprehensive computational experiments are performed. Moreover, sensitivity analysis is carried out to illustrate the efficacy of e-commerce integration by considering the two channels in the closed-loop supply chain. Accordingly, the total cost of the dual-channel CLSC decreases with an increase in customer demand via online retailers, the returned end of life (EOL) products, recycling ratio, and recovery ratio. Some useful managerial implications are provided based on the conducted analysis.

Suggested Citation

  • Essam Kaoud & Mohammad A. M. Abdel-Aal & Tatsuhiko Sakaguchi & Naoki Uchiyama, 2020. "Design and Optimization of the Dual-Channel Closed Loop Supply Chain with E-Commerce," Sustainability, MDPI, vol. 12(23), pages 1-21, December.
    • Handle: RePEc:gam:jsusta:v:12:y:2020:i:23:p:10117-:d:456024
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/12/23/10117/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/12/23/10117/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Ma, Wei-min & Zhao, Zhang & Ke, Hua, 2013. "Dual-channel closed-loop supply chain with government consumption-subsidy," European Journal of Operational Research, Elsevier, vol. 226(2), pages 221-227.
    2. Raza, Syed Asif & Govindaluri, Srikrishna Madhumohan, 2019. "Pricing strategies in a dual-channel green supply chain with cannibalization and risk aversion," Operations Research Perspectives, Elsevier, vol. 6(C).
    3. Kishore K. Pochampally & Surendra M. Gupta, 2005. "Strategic planning of a reverse supply chain network," International Journal of Integrated Supply Management, Inderscience Enterprises Ltd, vol. 1(4), pages 421-441.
    4. Xiao, Lu & Wang, Xian-Jia & Chin, Kwai-Sang, 2020. "Trade-in strategies in retail channel and dual-channel closed-loop supply chain with remanufacturing," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 136(C).
    5. Ziang Liu & Tatsushi Nishi, 2019. "Government Regulations on Closed-Loop Supply Chain with Evolutionarily Stable Strategy," Sustainability, MDPI, vol. 11(18), pages 1-29, September.
    6. S Swami & J Shah, 2013. "Channel coordination in green supply chain management," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 64(3), pages 336-351, March.
    7. S. Saha & S.P. Sarmah & Ilkyeong Moon, 2016. "Dual channel closed-loop supply chain coordination with a reward-driven remanufacturing policy," International Journal of Production Research, Taylor & Francis Journals, vol. 54(5), pages 1503-1517, March.
    8. Dmitry Ivanov & Alexandre Dolgui & Ajay Das & Boris Sokolov, 2019. "Digital Supply Chain Twins: Managing the Ripple Effect, Resilience, and Disruption Risks by Data-Driven Optimization, Simulation, and Visibility," International Series in Operations Research & Management Science, in: Dmitry Ivanov & Alexandre Dolgui & Boris Sokolov (ed.), Handbook of Ripple Effects in the Supply Chain, pages 309-332, Springer.
    9. João Flávio de Freitas Almeida & Samuel Vieira Conceição & Luiz Ricardo Pinto & Ricardo Saraiva de Camargo & Gilberto de Miranda Júnior, 2018. "Flexibility evaluation of multiechelon supply chains," PLOS ONE, Public Library of Science, vol. 13(3), pages 1-27, March.
    10. He, Peng & He, Yong & Xu, Henry, 2019. "Channel structure and pricing in a dual-channel closed-loop supply chain with government subsidy," International Journal of Production Economics, Elsevier, vol. 213(C), pages 108-123.
    11. Abel P. Jeuland & Steven M. Shugan, 1983. "Managing Channel Profits," Marketing Science, INFORMS, vol. 2(3), pages 239-272.
    12. Benrong Zheng & Chao Yang & Jun Yang & Min Zhang, 2017. "Dual-channel closed loop supply chains: forward channel competition, power structures and coordination," International Journal of Production Research, Taylor & Francis Journals, vol. 55(12), pages 3510-3527, June.
    13. Pourya Pourhejazy & Oh Kyoung Kwon, 2016. "The New Generation of Operations Research Methods in Supply Chain Optimization: A Review," Sustainability, MDPI, vol. 8(10), pages 1-23, October.
    14. Mohammad A.M. Abd El-Aal & Mahmoud A. El-Sharief & Ahmed Ezz El-Deen & Abo-Bakr Nassr, 2011. "Supply chain performance evaluation: a comprehensive evaluation system," International Journal of Business Performance and Supply Chain Modelling, Inderscience Enterprises Ltd, vol. 3(2), pages 141-166.
    15. Nawel Amrouche & Ruiliang Yan, 2016. "A manufacturer distribution issue: how to manage an online and a traditional retailer," Annals of Operations Research, Springer, vol. 244(2), pages 257-294, September.
    16. Yuan, Yanhong & Yang, Jinyao & Li, Yang & Li, Wei, 2020. "Necessary conditions for coordination of dual-channel closed-loop supply chain," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Quanxi Li & Haowei Zhang & Kailing Liu, 2021. "Research on Closed-Loop Supply Chain Decision-Making in Different Cooperation Modes with Government’s Reward-Penalty Mechanism," Sustainability, MDPI, vol. 13(11), pages 1-22, June.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Syed Asif Raza, 2022. "A bibliometric analysis of pricing models in supply chain," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 21(2), pages 228-251, April.
    2. Haitao Chen & Zhaohui Dong & Gendao Li, 2020. "Government Reward-Penalty Mechanism in Dual-Channel Closed-Loop Supply Chain," Sustainability, MDPI, vol. 12(20), pages 1-15, October.
    3. Lijun Meng & Qiang Qiang & Zuqing Huang & Baoyou Zhang & Yuxiang Yang, 2020. "Optimal Pricing Strategy and Government Consumption Subsidy Policy in Closed-Loop Supply Chain with Third-Party Remanufacturer," Sustainability, MDPI, vol. 12(6), pages 1-29, March.
    4. Lin Zhao & Zongyu Mu, 2021. "Channel Strategies for the Two-Period Closed-Loop Supply Chain with E-Commerce," Mathematics, MDPI, vol. 9(11), pages 1-33, June.
    5. C. Mondal & B. C. Giri & T. Maiti, 2020. "Pricing and greening strategies for a dual-channel closed-loop green supply chain," Flexible Services and Manufacturing Journal, Springer, vol. 32(3), pages 724-761, September.
    6. Liping Song & Yingluo Yan & Fengmin Yao, 2020. "Closed-Loop Supply Chain Models Considering Government Subsidy and Corporate Social Responsibility Investment," Sustainability, MDPI, vol. 12(5), pages 1-27, March.
    7. Tahirov, Nail & Glock, Christoph H., 2022. "Manufacturer encroachment and channel conflicts: A systematic review of the literature," European Journal of Operational Research, Elsevier, vol. 302(2), pages 403-426.
    8. Ziang Liu & Tatsushi Nishi, 2019. "Government Regulations on Closed-Loop Supply Chain with Evolutionarily Stable Strategy," Sustainability, MDPI, vol. 11(18), pages 1-29, September.
    9. Ehsan Shekarian & Simme Douwe Flapper, 2021. "Analyzing the Structure of Closed-Loop Supply Chains: A Game Theory Perspective," Sustainability, MDPI, vol. 13(3), pages 1-32, January.
    10. Matsui, Kenji, 2023. "Dual-recycling channel reverse supply chain design of recycling platforms under acquisition price competition," International Journal of Production Economics, Elsevier, vol. 259(C).
    11. He, Peng & He, Yong & Xu, Henry, 2020. "Buy-online-and-deliver-from-store strategy for a dual-channel supply chain considering retailer’s location advantage," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 144(C).
    12. Shizhen Bai & Ling Ge & Xuelian Zhang, 2022. "Platform or direct channel: government-subsidized recycling strategies for WEEE," Information Systems and e-Business Management, Springer, vol. 20(2), pages 347-369, June.
    13. Zhang, Abraham & Wang, Jason X. & Farooque, Muhammad & Wang, Yulan & Choi, Tsan-Ming, 2021. "Multi-dimensional circular supply chain management: A comparative review of the state-of-the-art practices and research," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 155(C).
    14. Renbang Shan & Li Luo & Baoli Shi, 2023. "The choice of recycling strategies for decision-makers based on government subsidy and service budget," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(2), pages 1441-1472, February.
    15. Wensi Zhang & Jing Xiao & Lingfei Cai, 2020. "Joint Emission Reduction Strategy in Green Supply Chain under Environmental Regulation," Sustainability, MDPI, vol. 12(8), pages 1-24, April.
    16. Xue, Musen & Zhang, Jianxiong & Zhu, Guowei, 2020. "Quantity decision timing with spillover effect and asymmetric demand information," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 142(C).
    17. Yan Shen & Zizhao Song & Tian Gao & Ji Ma, 2022. "Research on Closed-Loop Supply Chain Decision Making of Power Battery Considering Subsidy Transfer under EPR System," Sustainability, MDPI, vol. 14(19), pages 1-24, September.
    18. Yang Lv & Xinhua Bi & Quanxi Li & Haowei Zhang, 2022. "Research on Closed-Loop Supply Chain Decision Making and Recycling Channel Selection under Carbon Allowance and Carbon Trading," Sustainability, MDPI, vol. 14(18), pages 1-17, September.
    19. Tong Shu & Qian Liu & Shou Chen & Shouyang Wang & Kin Keung Lai, 2018. "Pricing Decisions of CSR Closed-Loop Supply Chains with Carbon Emission Constraints," Sustainability, MDPI, vol. 10(12), pages 1-25, November.
    20. Manyi Tan & Fei Pei & Li He & Hong Cheng & Shupeng Huang, 2023. "Optimal Decision-Making of Closed-Loop Supply Chains in E-Commerce Platform Considering Sales Cooperations under Environmental Effects and WEEE Regulations," IJERPH, MDPI, vol. 20(9), pages 1-28, May.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:12:y:2020:i:23:p:10117-:d:456024. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.