This repository accompanies the technical report
Novikov et al. AlphaEvolve: A coding agent for scientific and algorithmic discovery. Technical report. 2025.
Specifically, the repository contains a Google Colab notebook with the mathematical discoveries of AlphaEvolve outlined in Section 3 of the paper, as well as the corresponding code for verifying their correctness. The notebook is divided into sections, one for each of the considered mathematical problems.
Note that the notebook contains only the instances where the results from AlphaEvolve outperforms the state-of-the-art. To avoid clutter, we exclude those problems where the results matched but did not outperform the best known constructions.
This repository does not contain the code to run AlphaEvolve.
No installation required. The provided notebook can be opened and run in Google Colab.
The notebook mathematical_results.ipynb can be opened via
If you use the code or data in this package, please cite:
@techreport{alphaevolve,
author={Novikov, Alexander and V\~{u}, Ng\^{a}n and Eisenberger, Marvin and Dupont, Emilien and Huang, Po-Sen and Wagner, Adam Zsolt and Shirobokov, Sergey and Kozlovskii, Borislav and Ruiz, Francisco J. R. and Mehrabian, Abbas and Kumar, M. Pawan and See, Abigail and Chaudhuri, Swarat and Holland, George and Davies, Alex and Nowozin, Sebastian and Kohli, Pushmeet and Balog, Matej},
title={Alpha{E}volve: A coding agent for scientific and algorithmic discovery},
year={2025},
institution={{Google DeepMind}},
month={05},
url={https://storage.googleapis.com/deepmind-media/DeepMind.com/Blog/alphaevolve-a-gemini-powered-coding-agent-for-designing-advanced-algorithms/AlphaEvolve.pdf},
}
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