1. A systematic literature review of static robust optimization in agricultural processed products supply chain problem: Analysis, research gap, and contributions.
- Author
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Irmansyah, Athaya Zahrani, Chaerani, Diah, and Rusyaman, Endang
- Subjects
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SUPPLY chain disruptions , *EVIDENCE gaps , *ROBUST optimization , *FARM produce , *SUPPLY chains - Abstract
Static Robust Optimization (RO) is an important application domain for optimization problems dealing with uncertainty. In particular, research on numerical simulation of RO in the supply chain field has increased in recent years. This paper reviews the existence of Static RO research in the agricultural processed products supply chain problem. The review begins by analyzing the research type, year of publication, field of research, source type, and language used in the database. Then proceed with topic filtering and keyword determination. Furthermore, because RO is related to uncertainty, it is also necessary to analyze the set of uncertainties used. The second part of this review is bibliographic mapping using R software to analyze areas in RO research that have not been addressed on supply chain topics. The method used is Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA). We found that the types of commodities in agricultural products and their processed products were under-researched in any condition. In addition, the RO key actors in the form of a box, ellipsoidal, and polyhedral uncertainty sets are not entirely applied in the model that has been reported in previous studies. The identified gaps point toward unexplored regions of the supply chain in RO could motivate researchers in future work. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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