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allocation optimization

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DaTaobao Tech
DaTaobao Tech
Aug 16, 2023 · Artificial Intelligence

Traditional Machine Learning for Allocation Planning in Supply Chains

The article presents a practical supply‑chain allocation‑planning case where a classic machine‑learning optimization model determines product transfers between over‑stocked and under‑stocked warehouses under capacity and demand constraints, using heuristics such as genetic algorithms and highlighting the continued relevance of traditional methods alongside deep‑learning approaches.

allocation optimizationgenetic algorithmheuristic algorithms
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Traditional Machine Learning for Allocation Planning in Supply Chains