Efficient planning and optimization of inventory replenishments for sustainable supply chains operating under (R, s, S) policy

被引:6
|
作者
Zic, Samir [1 ]
Zic, Jasmina
Dukic, Goran [2 ]
机构
[1] Univ Rijeka, Fac Engn, Vukovarska 58, Rijeka 51000, Croatia
[2] Univ Zagreb, Fac Mech Engn & Naval Architecture, Ivana Lucic 5, Zagreb 10002, Croatia
关键词
Supply chain management; (R; s S) inventory policy; Numerical simulation; Symbolic regression; Inventory equations; IDENTIFICATION; DEMAND; MULTIPRODUCT; ALGORITHM; SYSTEMS; COSTS; GREEN; MODEL;
D O I
10.1016/j.sftr.2023.100110
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This paper studies (R, s, S) inventory policy, one of the standard inventory management models in modern supply chains. Extensive numerical simulations and symbolic regression analysis of a supply chain echelon were per-formed to determine relations and equations needed for efficient planning and optimising of transport activities related to inventory replenishments. Proposed equations for average order size and required number of orders are tested on 139.500 simulation experiments and determined with R2 goodness of fit and Correlation Coefficient higher than 0.99. Study results represent a decision support tool for optimisations of economic and environmental performance needed for sustainable inventory management.
引用
收藏
页数:7
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