Bridging AI and Optimization: How LLMs Can Solve Complex Decision Problems

A New Paradigm for Solving Complex Decision Problems That Language Models Cannot Tackle Alone

The Computational Challenge of Complex Optimization

Complex optimization problems like supply chain management present a fundamental challenge for Large Language Models (LLMs). These problems often involve thousands or even millions of decision variables, constraints, and parameters that must be considered simultaneously to find optimal solutions.

To unde…