All functions

GA-package GA

Genetic Algorithms

decimal2binary() binary2decimal()

Binary encoding of decimal numbers and vice versa.

binary2gray() gray2binary()

Gray encoding for binary strings

de-class

Class "de"

de()

Differential Evolution via Genetic Algorithms

ga-class

Class "ga"

ga()

Genetic Algorithms

gaControl()

A function for setting or retrieving defaults genetic operators

gaMonitor() gaislMonitor()

Monitor genetic algorithm evolution

gaSummary()

Summarize genetic algorithm evolution

ga_spCrossover() gabin_spCrossover() gabin_uCrossover() gareal_spCrossover() gareal_waCrossover() gareal_laCrossover() gareal_blxCrossover() gareal_laplaceCrossover() gaperm_cxCrossover() gaperm_pmxCrossover() gaperm_oxCrossover() gaperm_pbxCrossover()

Crossover operators in genetic algorithms

gabin_raMutation() gareal_raMutation() gareal_nraMutation() gareal_rsMutation() gareal_powMutation() gaperm_simMutation() gaperm_ismMutation() gaperm_swMutation() gaperm_dmMutation() gaperm_scrMutation()

Mutation operators in genetic algorithms

gabin_Population() gareal_Population() gaperm_Population()

Population initialization in genetic algorithms

ga_lrSelection() ga_nlrSelection() ga_rwSelection() ga_tourSelection() gabin_lrSelection() gabin_nlrSelection() gabin_rwSelection() gabin_tourSelection() gareal_lrSelection() gareal_nlrSelection() gareal_rwSelection() gareal_tourSelection() gareal_lsSelection() gareal_sigmaSelection() gaperm_lrSelection() gaperm_nlrSelection() gaperm_rwSelection() gaperm_tourSelection() gareal_de()

Selection operators in genetic algorithms

ga_pmutation()

Variable mutation probability in genetic algorithms

gaisl-class

Class "gaisl"

gaisl()

Islands Genetic Algorithms

numericOrNA-class

Virtual Class "numericOrNA" - Simple Class for sub-assignment Values

jet.colors() spectral.colors() bl2gr.colors()

Colours palettes

parNames()

Parameters or decision variables names from an object of class ga-class.

persp3D()

Perspective plot with colour levels

plot(<de>)

Plot of Differential Evolution search path

plot(<ga>)

Plot of Genetic Algorithm search path

plot(<gaisl>)

Plot of Islands Genetic Algorithm search path

summary(<de>) print(<summary.de>)

Summary for Differential Evolution

summary(<ga>) print(<summary.ga>)

Summary for Genetic Algorithms

summary(<gaisl>) print(<summary.gaisl>)

Summary for Islands Genetic Algorithms