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

• Python 3.6 or up
• Poetry dependency manager: Only for developers

• Run: pip install pyrvea

• Download and extract the code
• Create a new virtual environment for the project
• If you want to take part in the development process, run poetry install instead.

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: [email protected]
Project researcher at University of Jyväskylä.