Selection of Genes and Gene Representation Independent Functions

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Documentation for package ‘xegaSelectGene’ version 1.0.0.0

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ContinuousScaleFitness Dispersion Ratio Based Fitness Scaling.
Counted Transformation into a counted function
DeJongF4Factory Factory for function F4 (30-dimensional quartic with noise)
DelayedPFactory Factory for a 2-dimensional quadratic parabola with delayed execution.
DispersionMeasureFactory Configure dispersion measure.
DispersionRatio Dispersion Ratio
envXOR The problem environment 'envXOR' for programming the XOR function either by grammar-based genetic programming or grammatical evolution.
EvalGene Evaluate a gene
EvalGeneDet Evaluates a gene in a deterministic problem environment.
EvalGeneFactory Configure the evaluation function of a genetic algorithm.
EvalGeneR Evaluates a repaired gene in a problem environment.
EvalGeneStoch Evaluates a gene in a stochastic problem environment.
EvalGeneU Evaluates a gene in a problem environment
lau15 The problem environment 'lau15' for a traveling salesman problem.
newCounter Counter
newEnvXOR Generates a problem environment for the XOR problem.
NewlFevalGenes Generate local functions and objects
NewlFselectGenes Generate local functions and objects.
newTimer Timer for R code chunks.
newTSP Generate a TSP problem environment
Parabola2DEarlyFactory Factory for a 2-dimensional quadratic parabola with early termination check.
Parabola2DErrFactory Factory for a randomly failing 2-dimensional quadratic parabola.
Parabola2DFactory Factory for a 2-dimensional quadratic parabola.
parm Factory for constants
predictSelectTime Predict the time use of a selection method for a popsize.
runOneBenchmark Script for testing a single selection functions
runSelectBenchmarks Script for testing all selection functions
ScaleFitness Scaling Fitness
ScalingFactory Scaling Factory
ScalingFitness Abstract interface for ScaleFitness.
selectBenchmark Benchmark and stress test of selection functions.
SelectDuel Deterministic duel.
SelectGeneFactory Configure the selection function of a genetic algorithm.
SelectLinearRankTSR Linear rank selection.
SelectLRSelective Linear rank selection with selective pressure.
SelectPropFit Selection proportional to fitness O(n^2).
SelectPropFitDiff Selection proportional to fitness differences.
SelectPropFitDiffM Selection proportional to fitness differences.
SelectPropFitDiffOnln Selection proportional to fitness differences O(n ln(n)).
SelectPropFitM Selection proportional to fitness (vector/matrix).
SelectPropFitOnln Selection proportional to fitness O(n ln(n)).
SelectSTournament Stochastic tournament selection.
SelectSUS Stochastic universal sampling.
SelectTournament Tournament selection.
SelectUniform Selection with uniform probability.
SelectUniformP Selection with uniform probability without replacement.
STournament Stochastic tournament of size 'k'.
testEvalGeneStoch Test of incremental mean, variance, and standard deviation.
testSelectGene Test a gene selection function
ThresholdScaleFitness Dispersion Ratio Based Fitness Scaling.
Timed Transformation into a timed function
Tournament Deterministic tournament of size 'k'.
TransformSelect Convert a selection function into a continuation.
xegaSelectGene Package xegaSelectGene.