Warehouse layout optimization using association rules
Yükleniyor...
Tarih
2022
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Erişim Hakkı
info:eu-repo/semantics/openAccess
Özet
The 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.
Açıklama
Anahtar Kelimeler
Warehouse layout optimization, Market basket analysis, Association rule analysis, Apriori and FP-growth algorithms
Kaynak
Fresenius Environmental Bulletin
WoS Q Değeri
Scopus Q Değeri
Cilt
31
Sayı
03A
Künye
Aylak, Batin L. (2022). Warehouse layout optimization using association rules. Fresenius Environmental Bulletin, 31 (03A), 3828-3840.
