Data-driven Inventory Management under Customer Substitution

Sebastian Müller

doi:10.1016/j.ejor.2025.12.034

2025-12-25

Sebastian Müller

Jakob Huber

Ralph Alexander Bubak

Moritz Fleischmann

Heiner Stuckenschmidt

DOI：10.1016/j.ejor.2025.12.034

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摘要

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• 基于数据驱动的多产品库存解决方案，考虑客户替代行为 • 该方法在合成数据和真实零售数据上均得到验证 • 新指标识别集成模型何时优于传统模型 • 关于数据使用和替代行为对库存决策的管理见解

Keyword:

inventory

multi-product

substitution

machine learning

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European Journal of Operational Research

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School of Business

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business school

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