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Multi-objective optimization for perishable product dispatch in a FEFO system for a food bank single warehouse

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  • Suárez, Carlos Aníbal
  • Guaño, Walter A.
  • Pérez, Cinthia C.
  • Roa-López, Heydi

Abstract

One of the main challenges of food bank warehouses in developing countries is to determine how to allocate perishable products to beneficiary agencies with different expiry dates while ensuring food safety, meeting nutritional requirements, and minimizing the shortage. The contribution of this research is to introduce a new multi-objective, multi-product, and multi-period perishable food allocation problem based on a single warehouse management system for a First Expired-First Out (FEFO) policy. Moreover, it incorporates the temporal aspect, guaranteeing the dispatch of only those perishable products that meet the prescribed minimum quality standards. A weighted sum approach converts the multi-objective problem of minimizing a vector of objective functions into a scalar problem by constructing a weighted sum of all the objectives. The problem can then be solved using a standard constrained optimization procedure. The proposed mixed integer linear model is solved by using the CPLEX solver. The solution obtained from the multi-objective problem allows us to identify days and products experiencing shortages. In such cases, when there is insufficient available inventory, the total quantity of product to be dispatched is redistributed among beneficiaries according to a pre-established prioritization. These redistributions are formulated as integer programming problems using a score-based criterion and solved by an exact method based on dynamic programming. Computational results demonstrate the applicability of the novel model for perishable items to a real-world study case.

Suggested Citation

  • Suárez, Carlos Aníbal & Guaño, Walter A. & Pérez, Cinthia C. & Roa-López, Heydi, 2024. "Multi-objective optimization for perishable product dispatch in a FEFO system for a food bank single warehouse," Operations Research Perspectives, Elsevier, vol. 12(C).
    • Handle: RePEc:eee:oprepe:v:12:y:2024:i:c:s2214716024000083
    DOI: 10.1016/j.orp.2024.100304
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    1. Erkut Sönmez & Deishin Lee & Miguel I. Gómez & Xiaoli Fan, 2016. "Improving Food Bank Gleaning Operations: An Application in New York State," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 98(2), pages 549-563.
    2. Yuanzheng Ma & Tong Wang & Huan Zheng, 2023. "On fairness and efficiency in nonprofit operations: Dynamic resource allocations," Production and Operations Management, Production and Operations Management Society, vol. 32(6), pages 1778-1792, June.
    3. Buisman, Marjolein E. & Haijema, Rene & Akkerman, Renzo & Bloemhof, Jacqueline M., 2019. "Donation management for menu planning at soup kitchens," European Journal of Operational Research, Elsevier, vol. 272(1), pages 324-338.
    4. J. Álvaro Gómez-Pantoja & M. Angélica Salazar-Aguilar & José Luis González-Velarde, 2021. "The food bank resource allocation problem," TOP: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 29(1), pages 266-286, April.
    5. Rosendo Castañón & Fco. Alberto Campos & Salvador Doménech Martínez & José Villar, 2020. "The Food Bank of Madrid: A Linear Model for Optimal Nutrition," IJERPH, MDPI, vol. 17(21), pages 1-16, November.
    6. Tijskens, L. M. M. & Polderdijk, J. J., 1996. "A generic model for keeping quality of vegetable produce during storage and distribution," Agricultural Systems, Elsevier, vol. 51(4), pages 431-452, August.
    7. Sengul Orgut, Irem & Ivy, Julie S. & Uzsoy, Reha & Hale, Charlie, 2018. "Robust optimization approaches for the equitable and effective distribution of donated food," European Journal of Operational Research, Elsevier, vol. 269(2), pages 516-531.
    8. Davis, Lauren B. & Sengul, Irem & Ivy, Julie S. & Brock, Luther G. & Miles, Lastella, 2014. "Scheduling food bank collections and deliveries to ensure food safety and improve access," Socio-Economic Planning Sciences, Elsevier, vol. 48(3), pages 175-188.
    9. Irem Sengul Orgut & Julie Ivy & Reha Uzsoy & James R. Wilson, 2016. "Modeling for the equitable and effective distribution of donated food under capacity constraints," IISE Transactions, Taylor & Francis Journals, vol. 48(3), pages 252-266, March.
    10. Tanzid Hasnain & Irem Sengul Orgut & Julie Simmons Ivy, 2021. "Elicitation of Preference among Multiple Criteria in Food Distribution by Food Banks," Production and Operations Management, Production and Operations Management Society, vol. 30(12), pages 4475-4500, December.
    11. Fianu, Sefakor & Davis, Lauren B., 2018. "A Markov decision process model for equitable distribution of supplies under uncertainty," European Journal of Operational Research, Elsevier, vol. 264(3), pages 1101-1115.
    12. Kasin Ransikarbum & Scott J. Mason, 2016. "Multiple-objective analysis of integrated relief supply and network restoration in humanitarian logistics operations," International Journal of Production Research, Taylor & Francis Journals, vol. 54(1), pages 49-68, January.
    13. Akkerman, Renzo & Buisman, Marjolein & Cruijssen, Frans & de Leeuw, Sander & Haijema, Rene, 2023. "Dealing with donations: Supply chain management challenges for food banks," International Journal of Production Economics, Elsevier, vol. 262(C).
    14. Z. Sazvar & K. Govindan & B. Bahli & Seyed Mohammad Javad Mirzapour Al-E-Hashem, 2016. "A novel mathematical model for a multi-period, multi-product optimal ordering problem considering expiry dates in a FEFO system," Post-Print hal-02010825, HAL.
    15. Caleb Phillips & Rhonda Hoenigman & Becky Higbee & Tom Reed, 2013. "Understanding the Sustainability of Retail Food Recovery," PLOS ONE, Public Library of Science, vol. 8(10), pages 1-9, October.
    16. Lynn McIntyre & Danielle Tougas & Krista Rondeau & Catherine L. Mah, 2016. "“In”-sights about food banks from a critical interpretive synthesis of the academic literature," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 33(4), pages 843-859, December.
    17. Lee, Deishin & Sönmez, Erkut & Gómez, Miguel I. & Fan, Xiaoli, 2017. "Combining two wrongs to make two rights: Mitigating food insecurity and food waste through gleaning operations," Food Policy, Elsevier, vol. 68(C), pages 40-52.
    18. Mohan, S. & Gopalakrishnan, M. & Mizzi, P.J., 2013. "Improving the efficiency of a non-profit supply chain for the food insecure," International Journal of Production Economics, Elsevier, vol. 143(2), pages 248-255.
    19. Alkaabneh, Faisal & Diabat, Ali & Gao, Huaizhu Oliver, 2021. "A unified framework for efficient, effective, and fair resource allocation by food banks using an Approximate Dynamic Programming approach," Omega, Elsevier, vol. 100(C).
    20. Sanjay L. Ahire & Pelin Pekgün, 2018. "Harvest Hope Food Bank Optimizes Its Promotional Strategy to Raise Donations Using Integer Programming," Interfaces, INFORMS, vol. 48(4), pages 291-306, August.
    21. Sazvar, Z. & Mirzapour Al-e-hashem, S.M.J. & Govindan, K. & Bahli, B., 2016. "A novel mathematical model for a multi-period, multi-product optimal ordering problem considering expiry dates in a FEFO system," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 93(C), pages 232-261.
    22. Dalal, Jyotirmoy, 2022. "Food donation management under supply and demand uncertainties in COVID-19: A robust optimization approach," Socio-Economic Planning Sciences, Elsevier, vol. 82(PA).
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