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The one-warehouse multi-retailer (OWMR) problem is an inventory control problem in a two-echelon supply chain. This study extends the OWMR problem to the data-driven multi-item OWMR problems with backlog and lost sales, designs a new deep network structure that is suitable for the specific multi-item OWMR problems, and develops the LRTO algorithm and the greedy heuristic.
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Chen et al. (2024) studied this question.
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