MaOEA-package |
Many-Objective Evolutionary Algorithm |
AdaptiveNormalization |
Objective space normalization. |
cmaes_gen |
Generator for cmaes_gen class. |
compute_R2HV |
Modified powered tchebyscheff R2-indicator designed to approximate HV |
compute_R2HVC |
Modified tchebyscheff R2-indicator contribution designed to approximate HV |
compute_R2mtch |
Modified tchebyscheff R2-indicator |
createWeights |
Das and Dennis's structured weight generation, normal boundary intersection (NBI). |
createWeightsSobol |
Sobol sequence weights |
DTLZ1 |
The DTLZ1 test function. |
DTLZ2 |
The DTLZ2 test function. |
DTLZ3 |
The DTLZ3 test function. |
DTLZ4 |
The DTLZ4 test function. |
EvaluateIndividual |
Evaluate objective values of a single individual |
EvaluatePopulation |
Evaluate objective value of a set of individuals |
GetHVContribution |
Get HV contribution of all points. |
GetHypervolume |
Compute hypervolume |
GetIGD |
Get IGD value |
GetLeastContribution |
Get least HV contribution |
GetLeastContributor |
Get least HV contributor |
InitializePopulationLHS |
Initialize population with Latin Hypercube Sampling |
install_python_dependencies |
Install python modules required by MaOEA: numpy and PyGMO |
load_python_dependencies |
Install python modules required by MaOEA: numpy and PyGMO |
MaOEA |
Many-Objective Evolutionary Algorithm |
MOCMAES |
Multi-Objective CMA-ES |
Normalize |
Objective space normalization. |
NSGA3 |
Elitist Non-dominated Sorting Genetic Algorithm version III |
optimMaOEA |
Elitist Non-dominated Sorting Genetic Algorithm version III |
SMOCMAES |
Steady-state Multi-Objective CMA-ES |
SMSEMOA |
S-Metric Selection EMOA |
WFG1 |
The WFG1 test function. |
WFG2 |
The WFG2 test function. |
WFG4 |
The WFG4 test function. |
WFG5 |
The WFG5 test function. |
WFG6 |
The WFG6 test function. |
WFG7 |
The WFG7 test function. |
WFG8 |
The WFG8 test function. |
WFG9 |
The WFG9 test function. |