Usage
makeArchiveBasedParetoTournamentSearchHeuristic(archiveSize = 50, popTournamentSize = 5, archiveTournamentSize = 3, crossoverRate = 0.95, enableComplexityCriterion = TRUE, complexityMeasure = function(ind, fitness) fastFuncVisitationLength(ind), ndsSelectionFunction = nds_cd_selection)
Arguments
archiveSize
The number of individuals in the archive, defaults to 50.
popTournamentSize
The size of the Pareto tournaments for selecting individuals
for reproduction from the population.
archiveTournamentSize
The size of the Pareto tournaments for selecting individuals
for reproduction from the archive.
crossoverRate
The probabilty to do crossover with an archive member instead of mutation of an
archive member.
enableComplexityCriterion
Whether to enable the complexity criterion in multi-criterial
search heuristics.
complexityMeasure
The complexity measure, a function of signature function(ind, fitness)
returning a single numeric value.
ndsSelectionFunction
The function to use for non-dominated sorting in Pareto GP selection.
Defaults to nds_cd_selection.