@article{ea4llmagradientfreeapproachtolargelangua,
  title = {EA4LLM: A Gradient-Free Approach to Large Language Model Optimization via Evolutionary Algorithms},
  author = {WenTao Liu and Siyu Song and Hao Hao and Aimin Zhou},
  year = {2025},
  eprint = {2510.10603},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2510.10603},
}