From the 1 of 4 linked papers with an AI index.
4 papers
Large Language Model for Operations Research Formulation Selection in Multi-Warehouse Inventory Allocation
Jintao Xu, Yingzheng Ma, Jiong Dong +2
The paper introduces a large language model that selects the most suitable mixed‑integer programming formulation for each multi‑warehouse inventory allocation instance, improving a…
Solver-Verified Formulation Generation and Selection for Multi-Warehouse Inventory Allocation Using Large Language Models
Jintao Xu, Yingzheng Ma, Jiong Dong +4
Balance-oriented multi-warehouse inventory allocation is a recurring decision problem in large-scale e-commerce supply chains, in which a fixed replenishment quantity is distribute…
ORPR: An OR-Guided Pretrain-then-Reinforce Learning Model for Inventory Management
Lingjie Zhao, Xue Yu, Yongzhi Qi +6
As the pursuit of synergy between Artificial Intelligence (AI) and Operations Research (OR) gains momentum in handling complex inventory systems, a critical challenge persists: how…
LeForecast: Enterprise Hybrid Forecast by Time Series Intelligence
Zheng Tan, Yiwen Nie, Wenfa Wu +22
Demand is spiking in industrial fields for multidisciplinary forecasting, where a broad spectrum of sectors needs planning and forecasts to streamline intelligent business manageme…