The Population type exposes the following members.
Constructors
| Name | Description | |
|---|---|---|
 | Population |
Initializes a new instance of the Population class.
|
Methods
| Name | Description | |
|---|---|---|
| AddChromosome |
Add chromosome to the population.
|
| Crossover |
Do crossover in the population.
|
| Migrate |
Perform migration between two populations.
|
| Mutate |
Do mutation in the population.
|
| Regenerate |
Regenerate population.
|
| Resize | Overloaded. |
| RunEpoch |
Run one epoch of the population.
|
| Selection |
Do selection.
|
| Shuffle |
Shuffle randomly current population.
|
Properties
| Name | Description | |
|---|---|---|
 | AutoShuffling |
Determines of auto shuffling is on or off.
|
| BestChromosome |
Best chromosome of the population.
|
| CrossoverRate |
Crossover rate, [0.1, 1].
|
| FitnessAvg |
Average fitness of the population.
|
| FitnessFunction |
Fitness function to apply to the population.
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| FitnessMax |
Maximum fitness of the population.
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| FitnessSum |
Summary fitness of the population.
|
| Item |
Get chromosome with specified index.
|
| MutationRate |
Mutation rate, [0.1, 1].
|
| RandomSelectionPortion |
Random selection portion, [0, 0.9].
|
| SelectionMethod |
Selection method to use with the population.
|
| Size |
Size of the population.
|
