This research introduces an OR-LLM-Agent that automates the modeling and solving of Operations Research problems without requiring specialized expertise.

• Eliminates the need for OR experts and programmers by using reasoning-capable LLMs
• Reduces development cycles and costs associated with traditional OR implementations
• Enables widespread adoption of optimization techniques in production planning and resource allocation
• Makes advanced engineering optimization accessible to non-experts

For engineering organizations, this breakthrough means faster implementation of optimization solutions, reduced dependency on specialized talent, and broader application of OR techniques across various operational challenges.

OR-LLM-Agent: Automating Modeling and Solving of Operations Research Optimization Problem with Reasoning Large Language Model