Learnable Evolutionary Multi-Objective Combinatorial Optimization via Sequence-to-Sequence Model

This repository contains the official Matlab implementation of the paper:

Huang J, Jiao L. Learnable Evolutionary Multi-Objective Combinatorial Optimization via Sequence-to-Sequence Model[J]. arXiv preprint arXiv:2412.06140, 2024.

Reproducing Results

Installation for Reproducibility

For ease of reproducibility, we suggest you install PlatEMO: https://github.com/BIMK/PlatEMO, and insert the code into Multi-Objective Combinatorial Algorithms.

Citation

If you find the code helpful, please cite it as follows:

@article{huang2024Learnable,
  title={Learnable Evolutionary Multi-Objective Combinatorial Optimization via Sequence-to-Sequence Model},
  author={Huang, Jiaxiang and Jiao, Licheng},
  journal={arXiv preprint arXiv:2412.06140},
  year={2024}
}