Language Models for Business Optimisation with a Real World Case Study in Production Scheduling

Understand

Business optimisation has been used extensively to determine optimal solutions for challenging business operations.

• Problem formulation is an important part of business optimisation as it influences both the validity of solutions and the efficiency of the optimisation process.
• While different optimisation modelling languages have been developed, problem formulation is still not a trivial task and usually requires optimisation expertise and problem-domain knowledge.
• Recently, Large Language Models (LLMs) have demonstrated outstanding performance across different language-related tasks.