Installation

Install the fast evolutionary evaluation.

Install packages required for llm-gp

pip install -r requirements.txt

Running

Set up the tool's environment variables in .env file. The environment variables set the running parameters. Update the DATA_FOLDER variable with the location of the data set. An example data set is availble here.

python gp.py

Citation

If you use this software, cite as follow:

@article{yepes2025evolutionary,
  title={Evolutionary thoughts: integration of large language models and evolutionary algorithms},
  author={Jimeno Yepes, Antonio and Barnard, Pieter},
  journal={arXiv preprint arXiv:2505.05756},
  year={2025}
}