Required packages:

1. numpy

2. torch

3. Levenshtein

4. pickle

5. dill

6. tqdm

Python Code:

• main.py contain the execution of MOEA algorithms
• MOEA.py contain the implementation of MOEAs (i.e., PVD-NSGA-II-WR, PVD-GSEMO, PVD-GSEMO-R and PVD-GSEMO-WR).
• /data preprocessed real datasets are saved in this folder.

Execution

Run the algorithms:

python main.py -ea alg_name -dataFile file_name 

For example: python main.py -ea PVD-GSEMO-R -dataFile mhc1_credences

All the default parameters are set based on the paper. You can change them in the code.

The results will be saved in /result folder.