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Sustainability in organic and non-organic agricultural supply chain: an integrated planning-pricing model with demand dynamics and hybrid metaheuristic optimization

Author

Listed:
  • Salehi, Faraz
  • Kamran, Mehdi A.
  • Mirzapour Al-E-Hashem, S.M.J.
  • Mohammadi, Hamed

Abstract

The growing importance of Environmental, Social, and Governance (ESG) concerns in sustainable food systems has increased attention on organic agriculture. As demand for organic products rises, supply chain decisions such as pricing, inventory management, and advertising have become more complex and interdependent. This study presents a multi-objective mathematical model designed to support integrated decision-making within a sustainable supply chain that includes both organic and non-organic agricultural products. The model considers a centralized, forward-moving supply chain structured across three tiers: production centers, distribution centers, and retailers. It incorporates demand dynamics linked to both sales price and advertising, capturing how consumer preferences shift over time and how local advertising influences product substitution during shortages. The model is formulated as a mixed-integer linear programming problem with three main objectives: maximizing total profit, minimizing environmental impact, and enhancing social benefits through healthier consumption. For small problem sizes, an exact epsilon-constraint method is used. For larger cases, we introduce a hybrid metaheuristic called MOPSBBO, which combines Particle Swarm Optimization (PSO) with Biogeography-Based Optimization (BBO). Numerical results validate the model’s performance and highlight key insights. Strategic pricing increases both sales and profitability, while a combination of media and environmental advertising raises demand for organic products. Local advertising also encourages consumers to substitute non-organic products with organic ones during shortages, promoting sustainable choices and improving supply chain outcomes.

Suggested Citation

  • Salehi, Faraz & Kamran, Mehdi A. & Mirzapour Al-E-Hashem, S.M.J. & Mohammadi, Hamed, 2026. "Sustainability in organic and non-organic agricultural supply chain: an integrated planning-pricing model with demand dynamics and hybrid metaheuristic optimization," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 206(C).
  • Handle: RePEc:eee:transe:v:206:y:2026:i:c:s1366554525005733
    DOI: 10.1016/j.tre.2025.104545
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    References listed on IDEAS

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    1. Setareh Mohammadi & Mirzapour Al-E-Hashem Seyed Mohammad Javad & Yacine Rekik, 2020. "An integrated production scheduling and delivery route planning with multi-purpose machines : A case study from a furniture manufacturing company," Post-Print hal-02275848, HAL.
    2. Shijin Wang & Hanyu Zhang & Feng Chu, 2025. "An effective hybrid meta-heuristic method for the simultaneous batch production and transportation problem in additive manufacturing," International Journal of Production Research, Taylor & Francis Journals, vol. 63(5), pages 1607-1623, March.
    3. Prem Chandra Pandey & Manish Pandey, 2023. "Highlighting the role of agriculture and geospatial technology in food security and sustainable development goals," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(5), pages 3175-3195, October.
    4. Haji Esmaeili, Seyed Ali & Szmerekovsky, Joseph & Sobhani, Ahmad & Dybing, Alan & Peterson, Tim O., 2020. "Sustainable biomass supply chain network design with biomass switching incentives for first-generation bioethanol producers," Energy Policy, Elsevier, vol. 138(C).
    5. Asghari, Mohammad & Mirzapour Al-e-hashem, S. Mohammad J., 2020. "A green delivery-pickup problem for home hemodialysis machines; sharing economy in distributing scarce resources," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 134(C).
    6. Ding, Huiping & Zhao, Qilan & An, Zhirong & Xu, Jia & Liu, Qian, 2015. "Pricing strategy of environmental sustainable supply chain with internalizing externalities," International Journal of Production Economics, Elsevier, vol. 170(PB), pages 563-575.
    7. Setareh Mohammadi & Seyed Mohammad Javad Mirzapour Al-E-Hashem & Yacine Rekik, 2020. "An integrated production scheduling and delivery route planning with multi-purpose machines : A case study from a furniture manufacturing company," Post-Print hal-02312373, HAL.
    8. Tao Gao & Qing Liu & Jianping Wang, 2014. "A comparative study of carbon footprint and assessment standards," International Journal of Low-Carbon Technologies, Oxford University Press, vol. 9(3), pages 237-243.
    9. Maiyar, Lohithaksha M & Thakkar, Jitesh J, 2019. "Environmentally conscious logistics planning for food grain industry considering wastages employing multi objective hybrid particle swarm optimization," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 127(C), pages 220-248.
    10. Mirzapour Al-e-hashem, S.M.J. & Baboli, A. & Sazvar, Z., 2013. "A stochastic aggregate production planning model in a green supply chain: Considering flexible lead times, nonlinear purchase and shortage cost functions," European Journal of Operational Research, Elsevier, vol. 230(1), pages 26-41.
    11. Ahmad Ghasemkhani & Reza Tavakkoli-Moghaddam & Yaser Rahimi & Sina Shahnejat-Bushehri & Haed Tavakkoli-Moghaddam, 2022. "Integrated production-inventory-routing problem for multi-perishable products under uncertainty by meta-heuristic algorithms," International Journal of Production Research, Taylor & Francis Journals, vol. 60(9), pages 2766-2786, May.
    12. Asian, Sobhan & Hafezalkotob, Ashkan & John, Jubin Jacob, 2019. "Sharing economy in organic food supply chains: A pathway to sustainable development," International Journal of Production Economics, Elsevier, vol. 218(C), pages 322-338.
    13. Anup Kumar & Santosh Kumar Shrivastav & Avinash K. Shrivastava & Rashmi Ranjan Panigrahi & Abbas Mardani & Fausto Cavallaro, 2023. "Sustainable Supply Chain Management, Performance Measurement, and Management: A Review," Sustainability, MDPI, vol. 15(6), pages 1-25, March.
    14. Fattahi, Mohammad & Mosadegh, Hadi & Hasani, Aliakbar, 2021. "Sustainable planning in mining supply chains with renewable energy integration: A real-life case study," Resources Policy, Elsevier, vol. 74(C).
    15. Giri, B.C. & Sharma, S., 2014. "Manufacturer's pricing strategy in a two-level supply chain with competing retailers and advertising cost dependent demand," Economic Modelling, Elsevier, vol. 38(C), pages 102-111.
    16. Tinglong Dai & Christopher Tang, 2022. "Frontiers in Service Science: Integrating ESG Measures and Supply Chain Management: Research Opportunities in the Postpandemic Era," Service Science, INFORMS, vol. 14(1), pages 1-12, March.
    17. Xu Chen & Xiaojun Wang & Yusen Xia, 2019. "Production Coopetition Strategies for Competing Manufacturers that Produce Partially Substitutable Products," Production and Operations Management, Production and Operations Management Society, vol. 28(6), pages 1446-1464, June.
    18. S. Mohammadi & S. Al-E-Hashem & Yacine Rekik, 2020. "An integrated production scheduling and delivery route planning with multi-purpose machines: A case study from a furniture manufacturing company," Post-Print hal-02194222, HAL.
    19. Najafi, Mehdi & Zolfagharinia, Hossein, 2024. "A Multi-objective integrated approach to address sustainability in a meat supply chain," Omega, Elsevier, vol. 124(C).
    20. Mohammadi, S. & Al-e-Hashem, S.M.J. Mirzapour & Rekik, Y., 2020. "An integrated production scheduling and delivery route planning with multi-purpose machines: A case study from a furniture manufacturing company," International Journal of Production Economics, Elsevier, vol. 219(C), pages 347-359.
    21. Aina Muska & Irina Pilvere & Ants-Hannes Viira & Kristaps Muska & Aleksejs Nipers, 2025. "European Green Deal Objective: Potential Expansion of Organic Farming Areas," Agriculture, MDPI, vol. 15(15), pages 1-22, July.
    22. Volha Yakavenka & Ioannis Mallidis & Dimitrios Vlachos & Eleftherios Iakovou & Zafeiriou Eleni, 2020. "Development of a multi-objective model for the design of sustainable supply chains: the case of perishable food products," Annals of Operations Research, Springer, vol. 294(1), pages 593-621, November.
    23. Seyed Mohammad Javad Mirzapour Al-E-Hashem & Armand Baboli & Z. Sazvar, 2013. "A stochastic aggregate production planning model in a green supply chain : Considering flexible lead times, nonlinear purchase and shortage cost functions," Post-Print hal-02313031, HAL.
    24. Sohrab Faramarzi-Oghani & Parisa Dolati Neghabadi & El-Ghazali Talbi & Reza Tavakkoli-Moghaddam, 2023. "Meta-heuristics for sustainable supply chain management: a review," International Journal of Production Research, Taylor & Francis Journals, vol. 61(6), pages 1979-2009, March.
    25. Mota, Bruna & Gomes, Maria Isabel & Carvalho, Ana & Barbosa-Povoa, Ana Paula, 2018. "Sustainable supply chains: An integrated modeling approach under uncertainty," Omega, Elsevier, vol. 77(C), pages 32-57.
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