desdeo-emo 1.1.1

The python version reference vector guided evolutionary algorithm.

desdeo-emo

The evolutionary algorithms package within the desdeo framework.

Currently supported:

• Multi-objective optimization with visualization and interaction support.
• Preference is accepted as a reference point.
• Surrogate modelling (neural networks and genetic trees) evolved via EAs.
• Surrogate assisted optimization
• Constraint handling using RVEA
• IOPIS optimization using RVEA and NSGA-III

Currently NOT supported:

• Binary and integer variables.

To test the code, open the binder link and read example.ipynb.

Read the documentation here

Requirements:

• Python 3.7 (3.8 is NOT supported at the moment)
• Poetry dependency manager: Only for developers

Installation process for normal users:

• Create a new virtual enviroment for the project
• Run: pip install desdeo_emo

Installation process for developers:

• Download and extract the code or git clone
• Create a new virtual environment for the project
• Run poetry install inside the virtual environment shell.