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Differential Evolution with Reversible Linear Transformations

This repository contains code required to reproduce experiments carried out in the following paper:

  • Jakub M. Tomczak, Ewelina Weglarz-Tomczak, Agoston E. Eiben, "Differential Evolution with Reversible Linear Transformations", GECCO, 2020 arXiv preprint

Requirements

The code requires:

  • python3
  • numpy
  • scipy

Run the experiments

  1. Pick one of the experiments in experiments directory.
  2. Check your settings and run.

Citation

Please cite our paper if you use this code in your research:

@article{tomczak2020differential,
  title={{Differential Evolution with Reversible Linear Transformations}},
  author={Tomczak, Jakub M and Weglarz-Tomczak, Ewelina and Eiben, Agoston E.},
  journal={GECCO},
  year={2020}
}

Acknowledgments

EW-T is financed by a grant within Mobilnosc Plus V from the Polish Ministry of Science and Higher Education (Grant No. 1639/MOB/V/2017/0).