The source code of "Efficient Heuristics Generation for Solving Combinatorial Optimization Problems Using Large Language Models".

Citation

If you find our paper and code useful, please cite our paper:

@inproceedings{Hercules,
title = {Efficient Heuristics Generation for Solving Combinatorial Optimization Problems Using Large Language Models},
author = {Wu, Xuan and Wang, Di and Wu, Chunguo and Wen, Lijie and Miao, Chunyan and Xiao, Yubin and Zhou, You},
booktitle={Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining},
year = {2025},
}

Acknowledgment

We would like to thank the prior study ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution (NeurIPS 2024), for its valuable contribution to this research area.