Skip to main content

A Stochastic Multi-objective Model for Sustainable Soybean Supply Chain Network Configuration

  • Conference paper
  • First Online:
Industrial Engineering in the Covid-19 Era (GJCIE 2022)

Abstract

Over the years, economic, environmental, and social challenges in the food sector have led researchers to focus on research on incorporating sustainability concepts into the design of food supply chains. This paper presents a new multi-objective model, using stochastic mixed-integer linear programming to design a sustainable agri-food supply chain network under an uncertain environment. Moreover, the presented model is applied to a Canadian soybean company. Total profit, total job opportunities, and CO2 emissions are three objective functions in this model. Furthermore, to facilitate the decision-making process for decision-makers, the multi-objective model is solved using the augmented ε-constraint method. The results show that the model can perform well in an uncertain environment. Finally, the obtained results indicate the model’s significance in incorporating all three sustainability dimensions for studying food supply chains.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 189.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 249.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 249.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  • Abdali, H., Sahebi, H., Pishvaee, M.: The water-energy-food-land nexus at the sugarcane-to-bioenergy supply chain: a sustainable network design model. Comput. Chem. Eng. 145, 107199 (2021)

    Article  Google Scholar 

  • Adams, D., Donovan, J., Topple, C.: Achieving sustainability in food manufacturing operations and their supply chains: key insights from a systematic literature review. Sustain. Prod. Consumption 28, 1491–1499 (2021)

    Article  Google Scholar 

  • Agriculture and Agri-Food Canada. Government of Canada Supports Grains and Oilseeds Exports. Canada.Ca (2019). https://www.canada.ca/en/agriculture-agri-food/news/2019/07/government-of-canada-supports-grains-and-oilseeds-exports-around-the-world.html. Accessed 21 May 2022

  • Amin, S.H., Zhang, G.: A multi-objective facility location model for closed-loop supply chain network under uncertain demand and return. Appl. Math. Model. 37(6), 4165–4176 (2013)

    Article  MathSciNet  Google Scholar 

  • Cohn, A.S., O’Rourke, D.: Agricultural certification as a conservation tool in Latin America. J. Sustain. For. 30(1–2), 158–186 (2011)

    Article  Google Scholar 

  • He, R., Zhu, D., Chen, X., Cao, Y., Chen, Y., Wang, X.: How the trade barrier changes environmental costs of agricultural production: an implication derived from China's demand for soybean caused by the US-China trade war. J. Clean. Prod. 227, 578–588 (2019)

    Article  Google Scholar 

  • Soycanada: “Industry Overview: SOY Canada.” Soycanada.Ca/Industry/Industry-Overview (2021). https://soycanada.ca/industry/industry-overview/. Accessed 21 May 2022

  • Jia, F., Peng, S., Green, J., Koh, L., Chen, X.: Soybean supply chain management and sustainability: a systematic literature review. J. Clean. Prod. 255, 120254 (2020)

    Article  Google Scholar 

  • Mavrotas, G.: Effective implementation of the ε-constraint method in multi-objective mathematical programming problems. Appl. Math. Comput. 213(2), 455–465 (2009)

    MathSciNet  MATH  Google Scholar 

  • Newton, P., Agrawal, A., Wollenberg, L.: Enhancing the sustainability of commodity supply chains in tropical forest and agricultural landscapes. Glob. Environ. Chang. 23(6), 1761–1772 (2013)

    Article  Google Scholar 

  • Salehi, S., Mehrjerdi, Y.Z., Sadegheih, A., Hosseini-Nasab, H.: Designing a resilient and sustainable biomass supply chain network through the optimization approach under uncertainty and the disruption. J. Clean. Prod. 131741 (2022)

    Google Scholar 

  • Taherzadeh, O., Caro, D.: Drivers of water and land use embodied in international soybean trade. J. Clean. Prod. 223, 83–93 (2019)

    Article  Google Scholar 

  • Thoenes, P.: The Role of Soybean in Fighting World Hunger. FAO Commodities and Trade Division, Basic Foodstuffs (2004). http://www.fao.org/publications/card/en/c/ea0e7b93-fb20-4c62-b8fd-6e7b076dfa79/. Accessed 21 May 2022

  • Yadav, V.S., Singh, A.R., Gunasekaran, A., Raut, R.D., Narkhede, B.E.: A systematic literature review of the agro-food supply chain: challenges, network design, and performance measurement perspectives. Sustain. Prod. Consumption 29, 685–704 (2022)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Ebrahim Sharifi .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2023 The Author(s), under exclusive license to Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Sharifi, E., Amin, S.H., Fang, L. (2023). A Stochastic Multi-objective Model for Sustainable Soybean Supply Chain Network Configuration. In: Calisir, F., Durucu, M. (eds) Industrial Engineering in the Covid-19 Era. GJCIE 2022. Lecture Notes in Management and Industrial Engineering. Springer, Cham. https://doi.org/10.1007/978-3-031-25847-3_22

Download citation

  • DOI: https://doi.org/10.1007/978-3-031-25847-3_22

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-031-25846-6

  • Online ISBN: 978-3-031-25847-3

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics