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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 chromosome. |
| 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 BinaryChromosomes. |
| Chromosome | Individual in a population. |
| ChromosomePair | A pair of Chromosome objects. |
| CycleCrossover<T> | Cycle Crossover [CX] builds offspring from ordered chromosomes by identifying cycles between two parent chromosomes. |
| ElitisticListPopulation | Population of chromosomes which uses elitism (certain percentage of the best chromosomes is directly copied to the next generation). |
| FixedElapsedTime | Stops after a fixed amount of time has elapsed. |
| FixedGenerationCount | Stops after a fixed number of generations. |
| GeneticAlgorithm | Implementation of a genetic algorithm. |
| ListPopulation | Population of chromosomes represented by a List. |
| NPointCrossover<T> | N-point crossover policy. |
| OnePointCrossover<T> | One point crossover policy. |
| OrderedCrossover<T> | Order 1 Crossover [OX1] builds offspring from ordered chromosomes by copying a consecutive slice from one parent, and filling up the remaining genes from the other parent as they appear. |
| RandomKey<T> | Random Key chromosome is used for permutation representation. |
| RandomKeyMutation | Mutation operator for RandomKeys. |
| TournamentSelection | Tournament selection scheme. |
| UniformCrossover<T> | Perform Uniform Crossover [UX] on the specified chromosomes. |
| Exception Summary | |
|---|---|
| InvalidRepresentationException | Exception indicating that the representation of a chromosome is not valid. |
This package provides Genetic Algorithms components and implementations.
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