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math.OC2025
An LLM-powered MILP modelling engine for workforce scheduling guided by expert knowledge
Qingyang Li, Lele Zhang, Vicky Mak-Hau
Formulating mathematical models from real-world decision problems is a core task in Operational Research, yet it typically requires considerable human expertise and effort, limitin…
math.OC2023★ 2 cited
Synthesizing mixed-integer linear programming models from natural language descriptions
Qingyang Li, Lele Zhang, Vicky Mak-Hau
Numerous real-world decision-making problems can be formulated and solved using Mixed-Integer Linear Programming (MILP) models. However, the transformation of these problems into M…