Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing

Kevin Sim, Quentin Renau, Emma Hart. Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing. In Pablo García-Sánchez, Emma Hart, Sarah L. Thomson, editors, Applications of Evolutionary Computation - 28th European Conference, EvoApplications 2025, Held as Part of EvoStar 2025, Trieste, Italy, April 23-25, 2025, Proceedings, Part II. Volume 15613 of Lecture Notes in Computer Science, pages 386-402, Springer, 2025. [doi]

@inproceedings{SimRH25,
  title = {Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing},
  author = {Kevin Sim and Quentin Renau and Emma Hart},
  year = {2025},
  doi = {10.1007/978-3-031-90065-5_24},
  url = {https://doi.org/10.1007/978-3-031-90065-5_24},
  researchr = {https://researchr.org/publication/SimRH25},
  cites = {0},
  citedby = {0},
  pages = {386-402},
  booktitle = {Applications of Evolutionary Computation - 28th European Conference, EvoApplications 2025, Held as Part of EvoStar 2025, Trieste, Italy, April 23-25, 2025, Proceedings, Part II},
  editor = {Pablo García-Sánchez and Emma Hart and Sarah L. Thomson},
  volume = {15613},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-031-90065-5},
}