Data-driven decision support system for managing item allocation in an ASRS: A framework development and a case study

作者：

Highlights：

• Data-driven decision support system for item allocation.

• Association Rule Mining and simulation identify the items to placed closely.

• A case example of a shoe manufacturing company is proposed.

• Results are compared to traditional approaches.

摘要

•Data-driven decision support system for item allocation.•Association Rule Mining and simulation identify the items to placed closely.•A case example of a shoe manufacturing company is proposed.•Results are compared to traditional approaches.

论文关键词：Warehouse management,Automated Storage and Retrieval System (ASRS),Data-driven techniques,Association Rule Mining

论文评审过程：Received 1 December 2020, Revised 2 July 2021, Accepted 14 July 2021, Available online 20 July 2021, Version of Record 23 July 2021.

论文官网地址：https://doi.org/10.1016/j.eswa.2021.115622