FunctionEvolve: Structure-Guided Symbolic Regression with LLMs

Zeyu Xia, Jun Zhu, Dong Yan

Symbolic regression aims to uncover explicit scientific laws from data. Recent methods use LLMs to guide mutation from background text, which is more directed than random genetic p…