Island Offspring Selection Genetic Algorithm

Algorithm Parameters:

Parameter	Description
Analyzer	The operator used to analyze each generation.
ComparisonFactorLowerBound	The lower bound of the comparison factor (start).
ComparisonFactorModifier	The operator used to modify the comparison factor.
ComparisonFactorUpperBound	The upper bound of the comparison factor (end).
Crossover	The operator used to cross solutions.
Elites	The numer of elite solutions which are kept in each generation.
EmigrantsSelector	Selects the individuals that will be migrated.
ImmigrationReplacer	Replaces part of the original population with the immigrants.
IslandAnalyzer	The operator used to analyze each island.
MaximumGenerations	The maximum number of generations which should be processed.
MaximumSelectionPressure	The maximum selection pressure that terminates the algorithm.
MigrationInterval	The number of generations that should pass between migration phases.
MigrationRate	The proportion of individuals that should migrate between the islands.
Migrator	The migration strategy.
MutationProbability	The probability that the mutation operator is applied on a solution.
Mutator	The operator used to mutate solutions.
NumberOfIslands	The number of islands.
OffspringSelectionBeforeMutation	True if the offspring selection step should be applied before mutation, false if it should be applied after mutation.
Population Size	The size of the population of solutions.
Seed	The random seed used to initialize the new pseudo random number generator.
SelectedParents	How much parents should be selected each time the offspring selection step is performed until the population is filled.
Selector	The operator used to select solutions for reproduction.
SetSeedRandomly	True if the random seed should be set to a random value, otherwise false.
SuccessRatio	The ratio of successful to total children that should be achieved.

Remarks:

• SelectedParents: This parameter should be about the same or twice the size of PopulationSize for smaller problems, and less for large problems.

Is there a sample/tutorial?

Not yet.