(517c) Optichat: Explaining Optimization Problems Using Large Language Models
AIChE Annual Meeting
2024
2024 AIChE Annual Meeting
Computing and Systems Technology Division
10A: In Honor of Professor Ignacio Grossmann's 75th Birthday - I (Invited Talks)
Wednesday, October 30, 2024 - 1:20pm to 1:45pm
Optimization problems are typically developed by operations research experts but are used by practitioners without much optimization knowledge. To lower the barrier for non-experts to understand the optimization models, we present OptiChat, a chatbot for explaining optimization models powered by large language models. OptiChat can conduct infeasibility diagnosis, sensitivity analysis, and counterfactual explanations. It can also answer any high-level questions related to the optimization models in a natural language fashion.