R: Many Objective Evolutionary Algorithm

# Many Objective Evolutionary Algorithm

## Documentation for package ‘MaOEA’ version 0.6.2

- DESCRIPTION file
- Package README

## Help Pages

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.