Authors: Ali Osman Kuşakcı; Elif Karakaya Cesur
Addresses: Department of Management, School of Business, Ibn Haldun University, Istanbul, Turkey ' Department of Industrial Engineering, Faculty of Engineering, Istanbul Medeniyet University, Istanbul, Turkey
Abstract: Spatial layout of a retail store is a crucial decision variable related to both utilisation of store area and purchasing behaviour of the customer. In this respect, the task of optimising the allocation of shelves to specific product segments has become a strategic decision to facilitate a more comfortable shopping environment for customers, which, in turn, increases sales volume. This study proposes a novel hybrid approach to facility layout design problem, which combines association rules mining (ARM) and a facility layout method, MCRAFT. The proposed methodology is composed of two main stages: 1) rule mining; 2) layout design. More specifically, the presented approach exploits the association rules obtained from purchasing records and uses them as a proximity measure input to MCRAFT algorithm to determine the layout of the store. The merit of the proposed methodology is shown with a case study on a prominent Turkish supermarket chain.
Keywords: association rule mining; ARM; facility layout algorithm; supermarket layout; apriori algorithm.
International Journal of Industrial and Systems Engineering, 2020 Vol.35 No.4, pp.389 - 409
Received: 17 Jun 2018
Accepted: 25 Dec 2018
Published online: 17 Jul 2020 *