Probabilistic Selection Aproaches for Decomposition-based MOEAs

The probabilistic selection approaches for RVEA and MOEA/D (PBI) are currently available.

Based on desdeo framework.

Refer to Example.ipynb for usage

Requirements:

• Python 3.8
• Poetry dependency manager: Only for developers

Installation process for developers:

• Download and extract the code or git clone
• Create a new virtual environment for the project
• Install relevant packages by running poetry add numpy pandas matplotlib plotly sklearn scipy pygmo optproblems tqdm diversipy pyDOE joblib jupyter statsmodels.