The python version reference vector guided evolutionary algorithm.
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README
Outdated: To be Updated
The python version reference vector guided evolutionary algorithm.
Currently supported: Multi-objective minimization with visualization and interaction support. Preference is accepted as a reference point.
To test the code, open the binder link and read example.ipynb.
Read the documentation here
Requirements:
- Python 3.6 or up
- Poetry dependency manager: Only for developers
Installation process for normal users:
- Run:
pip install pyrvea
Installation process for developers:
- Download and extract the code
- Create a new virtual environment for the project
- Run
poetry installinside the virtual environment shell.
See the details of RVEA in the following paper
R. Cheng, Y. Jin, M. Olhofer and B. Sendhoff, A Reference Vector Guided Evolutionary Algorithm for Many-objective Optimization, IEEE Transactions on Evolutionary Computation, 2016
The source code of pyrvea is implemented by Bhupinder Saini
If you have any questions about the code, please contact:
Bhupinder Saini: bhupinder.s.saini@jyu.fi
Project researcher at University of Jyväskylä.
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