Improving LLM-based Global Optimization with Search Space Partitioning

Andrej Schwanke, Lyubomir Ivanov, David Salinas +4

Large Language Models (LLMs) have recently emerged as effective surrogate models and candidate generators within global optimization frameworks for expensive blackbox functions. De…