├── .DS_Store ├── .github └── workflows │ └── DESDEO-emo.yml ├── .gitignore ├── .readthedocs.yaml ├── LICENSE ├── README.md ├── desdeo_emo ├── EAs │ ├── BaseEA.py │ ├── BaseIndicatorEA.py │ ├── IBEA.py │ ├── IKRVEA.py │ ├── IOPIS.py │ ├── MOEAD.py │ ├── NSGAIII.py │ ├── PBEA.py │ ├── PPGA.py │ ├── RVEA.py │ ├── TournamentEA.py │ ├── __init__.py │ └── slowRVEA.py ├── __init__.py ├── population │ ├── CreateIndividuals.py │ ├── Population.py │ ├── Population_old.py │ ├── SurrogatePopulation.py │ └── __init__.py ├── problem │ ├── IOPIS.py │ └── __init__.py ├── recombination │ ├── BoundedPolynomialMutation.py │ ├── SimulatedBinaryCrossover.py │ ├── SinglePointCrossoverMutation.py │ ├── __init__.py │ ├── biogp_mutation.py │ ├── biogp_xover.py │ ├── evodn2_xover_mutation.py │ └── evonn_xover_mutation.py ├── selection │ ├── APD_Select.py │ ├── APD_Select_constraints.py │ ├── IOPIS_APD.py │ ├── IOPIS_NSGAIII.py │ ├── MOEAD_select.py │ ├── NSGAIII_select.py │ ├── SelectionBase.py │ ├── TournamentSelection.py │ ├── __init__.py │ ├── oAPD.py │ └── robust_APD.py ├── surrogatemodels │ ├── BioGP.py │ ├── EvoDN2.py │ ├── EvoNN.py │ ├── Problem.py │ └── __init__.py └── utilities │ ├── IsNotebook.py │ ├── ReferenceVectors.py │ ├── __init__.py │ ├── model_management.py │ ├── newRV.py │ ├── non_dominated.py │ ├── plotlyanimate.py │ └── symmetric_vectors.py ├── docs ├── .DS_Store ├── 404.rst ├── Makefile ├── README.md ├── _static │ ├── desdeo_logo.png │ ├── js │ │ └── responseHTML.js │ └── style.css ├── _templates │ ├── base.rst │ ├── layout.html │ └── module.rst ├── background.rst ├── background │ ├── background.rst │ ├── decomEA.rst │ ├── evo_algo.rst │ ├── index.rst │ └── surrogate_modelling.rst ├── conf.py ├── examples.rst ├── images │ └── EAs.png ├── index.rst ├── make.bat └── notebooks │ ├── .DS_Store │ ├── CRVEA.ipynb │ ├── EMO to solve an multi-scenarioS-MOP.ipynb │ ├── EvoNN, BioGP, and EvoDN2.ipynb │ ├── Example.ipynb │ ├── ExampleMOEAD.ipynb │ ├── IBEA_example.ipynb │ ├── IKRVEA_example.ipynb │ ├── IOPIS_files │ ├── IOPIS_2D_case.ipynb │ ├── IOPIS_EA_disconnected_fronts.ipynb │ ├── Old files │ │ ├── NIMBUS EA parallel coords.ipynb │ │ ├── NIMBUS EA test.ipynb │ │ ├── NIMBUS EA.ipynb │ │ └── NIMBUSEA-tests.ipynb │ ├── Untitled.ipynb │ └── scripts │ │ ├── automated_test.py │ │ ├── automated_test_wfg.py │ │ └── results │ │ ├── DTLZ_asf_heatmap.pdf │ │ ├── DTLZ_asf_heatmap_no_legend.pdf │ │ ├── DTLZ_norm_heatmap.pdf │ │ ├── DTLZ_norm_heatmap_no_y_axis.pdf │ │ ├── DTLZ_wfg_asf_heatmap_no_legend.pdf │ │ ├── DTLZwfg_asf_heatmap_no_legend.pdf │ │ ├── NIMBUS test results.ipynb │ │ └── dtlz+wfg.ipynb │ ├── PBEA_example.ipynb │ ├── River_Pollution.ipynb │ ├── Using_BioGP_for_optimization.ipynb │ ├── Using_EvoNN_for_optimization.ipynb │ ├── clutch_problem.ipynb │ ├── data-driven optimization tests.ipynb │ ├── newIOPIS.ipynb │ ├── notebook_extras │ ├── .DS_Store │ ├── MOP5.png │ ├── MOP5_PF.png │ ├── MOP6.png │ ├── MOP6_PF.png │ ├── MOP7.png │ ├── MOP7_PF.png │ └── RVEA-ms-mop.jpg │ └── scripts │ ├── Untitled.ipynb │ ├── Using Evonn for optimization.py │ ├── _Example.py │ ├── _SlowRVEA.ipynb │ ├── _evodn2_example.py │ ├── _slowRVEAtests.py │ ├── constraint_handling.py │ ├── data_driven_opt.py │ ├── evonn_new_test.py │ ├── example_new.py │ ├── iopis2.py │ └── optimistic_optimization │ ├── ZDT1_actual.png │ ├── ZDT1_predicted.png │ ├── ZDT2_actual.png │ ├── ZDT2_predicted.png │ ├── ZDT3_actual.png │ ├── ZDT3_predicted.png │ ├── ZDT4_actual.png │ ├── ZDT4_predicted.png │ ├── ZDT6_actual.png │ └── ZDT6_predicted.png ├── examples ├── pyproject.toml ├── requirements.txt ├── setup.cfg └── tests └── test_imports.py /.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/industrial-optimization-group/desdeo-emo/HEAD/.DS_Store -------------------------------------------------------------------------------- /.github/workflows/DESDEO-emo.yml: 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