|
|||||||||
PREV PACKAGE NEXT PACKAGE | FRAMES NO FRAMES |
See:
Description
Interface Summary | |
---|---|
CrossoverPolicy | Policy used to create a pair of new chromosomes by performing a crossover operation on a source pair of chromosomes. |
Fitness | Fitness of a chromosome. |
MutationPolicy | Algorithm used to mutate a chrommosome. |
PermutationChromosome<T> | Interface indicating that the chromosome represents a permutation of objects. |
Population | A collection of chromosomes that facilitates generational evolution. |
SelectionPolicy | Algorithm used to select a chromosome pair from a population. |
StoppingCondition | Algorithm used to determine when to stop evolution. |
Class Summary | |
---|---|
AbstractListChromosome<T> | Chromosome represented by an immutable list of a fixed length. |
BinaryChromosome | Chromosome represented by a vector of 0s and 1s. |
BinaryMutation | Mutation for BinaryChromosome s. |
Chromosome | Individual in a population. |
ChromosomePair | A pair of Chromosome objects. |
ElitisticListPopulation | Population of chromosomes which uses elitism (certain percentace of the best chromosomes is directly copied to the next generation). |
FixedGenerationCount | Stops after a fixed number of generations. |
GeneticAlgorithm | Implementation of a genetic algorithm. |
ListPopulation | Population of chromosomes represented by a List . |
OnePointCrossover<T> | One point crossover policy. |
RandomKey<T> | Random Key chromosome is used for permutation representation. |
RandomKeyMutation | Mutation operator for RandomKey s. |
TournamentSelection | Tournament selection scheme. |
Exception Summary | |
---|---|
InvalidRepresentationException | Exception indicating that the representation of a chromosome is not valid. |
This package provides Genetic Algorithms components and implementations.
|
|||||||||
PREV PACKAGE NEXT PACKAGE | FRAMES NO FRAMES |