Aylak, Batin Latif2025-02-062025-02-062022Aylak, Batin L. (2022). Warehouse layout optimization using association rules. Fresenius Environmental Bulletin, 31 (03A), 3828-3840.https://hdl.handle.net/20.500.12846/1534The enormous growth in the online retailing has enhanced the significance of logistic processes and warehouse technology. Therefore, this study proposes a strategy for the preparation of an optimal warehouse layout, which allows the minimization of the transport and the minimization of the injury risk. The dataset utilized in this study is based on the product orders of a supplier company. An association rule analysis was used to group the frequently co-occurring products in the dataset. The apriori and FPgrowth algorithm were chosen to perform the association rule analysis. A comprehensive analysis of the orders in the period 2015-20 indicates variations in the product grouping over the years. Based on the results of this study, the warehouse layout can be continuously improved depending on the customer orders.eninfo:eu-repo/semantics/openAccessWarehouse layout optimizationMarket basket analysisAssociation rule analysisApriori and FP-growth algorithmsArticle3103A38283840WOS:000781628000084