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Optimizing ABC inventory grouping decisions

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  • Millstein, Mitchell A.
  • Yang, Liu
  • Li, Haitao

Abstract

Inventory managers often group inventory items into classes to manage and control them more efficiently. The well-known ABC inventory classification approach categorizes inventory items into A, B and C classes according to their sales and usage volume. In this paper, we present an optimization model to enhance the quality of inventory grouping. Our model simultaneously optimizes the number of inventory groups, their corresponding service levels and assignment of SKUs to groups, under limited inventory spending budget. Our methodology provides inventory and purchasing managers with a decision-support tool to optimally exploit the tradeoff among service level, inventory cost and net profit. The model and solution are applied for an inventory classification project of a real-life company, and outperform the traditional ABC method. Computational experiments are performed to obtain managerial insights on optimal inventory grouping decisions.

Suggested Citation

  • Millstein, Mitchell A. & Yang, Liu & Li, Haitao, 2014. "Optimizing ABC inventory grouping decisions," International Journal of Production Economics, Elsevier, vol. 148(C), pages 71-80.
  • Handle: RePEc:eee:proeco:v:148:y:2014:i:c:p:71-80
    DOI: 10.1016/j.ijpe.2013.11.007
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    References listed on IDEAS

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    1. Tsai, Chi-Yang & Yeh, Szu-Wei, 2008. "A multiple objective particle swarm optimization approach for inventory classification," International Journal of Production Economics, Elsevier, vol. 114(2), pages 656-666, August.
    2. Hadi-Vencheh, A., 2010. "An improvement to multiple criteria ABC inventory classification," European Journal of Operational Research, Elsevier, vol. 201(3), pages 962-965, March.
    3. Ng, Wan Lung, 2007. "A simple classifier for multiple criteria ABC analysis," European Journal of Operational Research, Elsevier, vol. 177(1), pages 344-353, February.
    4. Yoram Wind & Thomas L. Saaty, 1980. "Marketing Applications of the Analytic Hierarchy Process," Management Science, INFORMS, vol. 26(7), pages 641-658, July.
    5. Altay Guvenir, H. & Erel, Erdal, 1998. "Multicriteria inventory classification using a genetic algorithm," European Journal of Operational Research, Elsevier, vol. 105(1), pages 29-37, February.
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    Cited by:

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    2. Sheikh-Zadeh, Alireza & Rossetti, Manuel D. & Scott, Marc A., 2021. "Performance-based inventory classification methods for large-Scale multi-echelon replenishment systems," Omega, Elsevier, vol. 101(C).
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    6. Sisi Wu & Yelin Fu & K. K. Lai & W. K. John Leung, 2018. "A Weighted Least-Square Dissimilarity Approach for Multiple Criteria ABC Inventory Classification," Asia-Pacific Journal of Operational Research (APJOR), World Scientific Publishing Co. Pte. Ltd., vol. 35(04), pages 1-12, August.
    7. Malinowski, Ethan & Karwan, Mark H. & Sun, Lei & Pinto, José M., 2018. "Packaged gas supply chain planning with network-wide SKU rationalization," International Journal of Production Economics, Elsevier, vol. 204(C), pages 346-357.
    8. van Donselaar, Karel & Broekmeulen, Rob & de Kok, Ton, 2021. "Heuristics for setting reorder levels in periodic review inventory systems with an aggregate service constraint," International Journal of Production Economics, Elsevier, vol. 237(C).
    9. Yang, Liu & Li, Haitao & Campbell, James F. & Sweeney, Donald C., 2017. "Integrated multi-period dynamic inventory classification and control," International Journal of Production Economics, Elsevier, vol. 189(C), pages 86-96.
    10. Hu, Qiwei & Boylan, John E. & Chen, Huijing & Labib, Ashraf, 2018. "OR in spare parts management: A review," European Journal of Operational Research, Elsevier, vol. 266(2), pages 395-414.
    11. Malinowski, Ethan & Karwan, Mark H. & Sun, Lei, 2021. "Customer selection and incentivization for SKU rationalization in a packaged gas supply chain," International Journal of Production Economics, Elsevier, vol. 234(C).
    12. Fan Liu & Ning Ma, 2019. "Multicriteria ABC Inventory Classification Using the Social Choice Theory," Sustainability, MDPI, vol. 12(1), pages 1-19, December.
    13. Yang, Liu & Liu, Kanglin & Zhang, Juan & Zelbst, Pamela J., 2024. "Inventory management with actual palletized transportation costs and lost sales," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 184(C).

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