ModEA 0.5.0

A modular evolutionary algorithm framework, mostly tailored to a modular implementation of the CMA-ES

Summary

This repository contains the code for the Modular EA framework by Sander van Rijn.

Documentation

Some basic documentation is available at modea.readthedocs.io

To see this framework in action, please refer to this GitHub repository which contains the code for all experiments on the Configurable CMA-ES.

Citation

To cite this framework, please use the following reference:

• Evolving the Structure of Evolution Strategies. Sander van Rijn, Hao Wang, Matthijs van Leeuwen, Thomas Bäck. IEEE SSCI December 6-9 2016, Athens, Greece.
  • Experiments and analysis code available here

@INPROCEEDINGS{vanrijn2016,
    author={S. {van Rijn} and H. {Wang} and M. {van Leeuwen} and T. {Bäck}},
    booktitle={2016 IEEE Symposium Series on Computational Intelligence (SSCI)}, 
    title={Evolving the structure of Evolution Strategies}, 
    year={2016},
    doi={10.1109/SSCI.2016.7850138},
}