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

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.

Name		Name	Last commit message	Last commit date
Latest commit History 17 Commits
AM_Samples_109_Final		AM_Samples_109_Final
Other_files		Other_files
Scratch_tools		Scratch_tools
True_Pareto_5000		True_Pareto_5000
desdeo_emo		desdeo_emo
desdeo_problem		desdeo_problem
desdeo_tools		desdeo_tools
docs		docs
htgp_files		htgp_files
scratch		scratch
.gitignore		.gitignore
Example.ipynb		Example.ipynb
LICENSE		LICENSE
Main_Execute.py		Main_Execute.py
Online_Appendix.pdf		Online_Appendix.pdf
README.md		README.md
StartAll.py		StartAll.py
__init__.py		__init__.py
_trend		_trend
examples		examples
poetry.lock		poetry.lock
pyproject.toml		pyproject.toml
requirements.txt		requirements.txt
setup.cfg		setup.cfg

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