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Differential Evolution with Reversible Linear Transformations

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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](https://arxiv.org/abs/2002.02869)

## 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).

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