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Authors = Mukheshwar Yadav

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16 pages, 1456 KiB  
Review
Application of Optimization Techniques in the Dairy Supply Chain: A Systematic Review
by Mohit Malik, Vijay Kumar Gahlawat, Rahul S Mor, Vijay Dahiya and Mukheshwar Yadav
Logistics 2022, 6(4), 74; https://doi.org/10.3390/logistics6040074 - 17 Oct 2022
Cited by 23 | Viewed by 10311
Abstract
Background: The global dairy market is experiencing a massive transition as dairy farming has recently undergone modernization. As a result, the dairy industry needs to improve its operational efficiencies by implementing effective optimization techniques. Conventional and emerging optimization techniques have already gained [...] Read more.
Background: The global dairy market is experiencing a massive transition as dairy farming has recently undergone modernization. As a result, the dairy industry needs to improve its operational efficiencies by implementing effective optimization techniques. Conventional and emerging optimization techniques have already gained momentum in the dairy industry. This study’s objective was to explore the optimization techniques developed for or implemented in the dairy supply chain (DSC) and to investigate how these techniques can improve the DSC. Methods: A systematic review approach based on PRISMA guidelines were adopted to conduct this review. The authors used descriptive statistics for statistical analysis. Results: Modernization has led the dairy industry to improve its operational efficiencies by implementing the most effective optimization techniques. Researchers have used mathematical modeling-based methods and are shifting to artificial intelligence (AI) and machine learning (ML) -based approaches in the DSC. The mathematical modeling-based techniques remain dominant (56% of articles), but AI and ML-based techniques are gaining traction (used in around 44% of articles). Conclusions: The review findings show insight into the benefits and implications of optimization techniques in the DSC. This research shows how optimization techniques are associated with every phase of the DSC and how new technologies have affected the supply chain. Full article
(This article belongs to the Section Artificial Intelligence, Logistics Analytics, and Automation)
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