https://github.com/epistasislab/omnirep

The OMNIREP algorithm: Coevolving encodings and representations
https://github.com/epistasislab/omnirep

automation coevoluton evolutionary-algorithms python

Last synced: 5 months ago
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The OMNIREP algorithm: Coevolving encodings and representations

• Host: GitHub
• URL: https://github.com/epistasislab/omnirep
• Owner: EpistasisLab
• License: gpl-3.0
• Created: 2019-01-30T17:39:54.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2022-06-09T09:57:49.000Z (about 4 years ago)
• Last Synced: 2025-07-18T19:19:15.104Z (11 months ago)
• Topics: automation, coevoluton, evolutionary-algorithms, python
• Language: Python
• Homepage:
• Size: 795 KB
• Stars: 2
• Watchers: 3
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# The OMNIREP algorithm: Coevolving encodings and representations

Code accompanying the papers: 

[M. Sipper and J. H. Moore, "OMNIREP: Originating meaning by coevolving encodings and representations", *Memetic Computing*, 2019](https://drive.google.com/file/d/1eCLmAgj-pSk6KcRILPDoYSYjNP2KZyn-/view).

[M. Sipper, J. H. Moore, and R. J. Urbanowicz, Coevolving Artistic Images Using OMNIREP​, In: Romero J., Ekárt A., Martins T., Correia J. (eds) Artificial Intelligence in Music, Sound, Art and Design. EvoMUSART 2020, pp. 165-178. Lecture Notes in Computer Science, vol. 12103. Springer, Cham](https://drive.google.com/open?id=1H185EUWubWW1xJu2ZWb2kAXDRgf6WhQ_).

[M. Sipper, J. H. Moore, and R. J. Urbanowicz, New pathways in coevolutionary computation, Genetic Programming Theory and Practice XVII (GPTP 2019​), Springer Nature Switzerland AG, 2020](https://drive.google.com/file/d/1dkTRJyTUS3fQF0ibertHoM8wscJVgGXS/view?usp=sharing).

If you wish to cite this work:

```

@article{sipper2019omnirep,

  title={OMNIREP: originating meaning by coevolving encodings and representations},

  author={Sipper, Moshe and Moore, Jason H},

  journal={Memetic computing},

  volume={11},

  number={3},

  pages={251--261},

  year={2019},

  publisher={Springer}

}

@inproceedings{sipper2020coevolving,

  title={Coevolving Artistic Images Using OMNIREP.},

  author={Sipper, Moshe and Moore, Jason H and Urbanowicz, Ryan J},

  booktitle={EvoMUSART},

  pages={165--178},

  year={2020}

}

@article{sipper2020new,

  title={New Pathways in Coevolutionary Computation},

  author={Sipper, Moshe and Moore, Jason H and Urbanowicz, Ryan J},

  journal={Genetic Programming Theory and Practice XVII},

  pages={295},

  year={2020},

  publisher={Springer Nature}

}

```