C# Class TicTacToeCoevolution.TicTacToeCoevolutionExperiment

Inheritance: INeatExperiment
Mostra file Open project: tansey/sharpneat-tutorials Class Usage Examples

Public Methods

Method Description
CreateEvolutionAlgorithm ( ) : NeatEvolutionAlgorithm

Create and return a NeatEvolutionAlgorithm object ready for running the NEAT algorithm/search. Various sub-parts of the algorithm are also constructed and connected up. This overload requires no parameters and uses the default population size.
CreateEvolutionAlgorithm ( IGenomeFactory genomeFactory, List genomeList ) : NeatEvolutionAlgorithm

Create and return a NeatEvolutionAlgorithm object ready for running the NEAT algorithm/search. Various sub-parts of the algorithm are also constructed and connected up. This overload accepts a pre-built genome2 population and their associated/parent genome2 factory.
CreateEvolutionAlgorithm ( int populationSize ) : NeatEvolutionAlgorithm

Create and return a NeatEvolutionAlgorithm object ready for running the NEAT algorithm/search. Various sub-parts of the algorithm are also constructed and connected up. This overload accepts a population size parameter that specifies how many genomes to create in an initial randomly generated population.
CreateGenomeDecoder ( ) : IBlackBox>.IGenomeDecoder

Creates a new genome decoder that can be used to convert a genome into a phenome.
CreateGenomeFactory ( ) : IGenomeFactory

Create a genome factory for the experiment. Create a genome factory with our neat genome parameters object and the appropriate number of input and output neuron genes.
Initialize ( string name, XmlElement xmlConfig ) : void

Initialize the experiment with some optional XML configutation data.
LoadPopulation ( XmlReader xr ) : List

Load a population of genomes from an XmlReader and returns the genomes in a new list. The genome2 factory for the genomes can be obtained from any one of the genomes.
SavePopulation ( XmlWriter xw, IList genomeList ) : void

Save a population of genomes to an XmlWriter.

Method Details

CreateEvolutionAlgorithm() public method

Create and return a NeatEvolutionAlgorithm object ready for running the NEAT algorithm/search. Various sub-parts of the algorithm are also constructed and connected up. This overload requires no parameters and uses the default population size.
public CreateEvolutionAlgorithm ( ) : NeatEvolutionAlgorithm
return NeatEvolutionAlgorithm

CreateEvolutionAlgorithm() public method

Create and return a NeatEvolutionAlgorithm object ready for running the NEAT algorithm/search. Various sub-parts of the algorithm are also constructed and connected up. This overload accepts a pre-built genome2 population and their associated/parent genome2 factory.
public CreateEvolutionAlgorithm ( IGenomeFactory genomeFactory, List genomeList ) : NeatEvolutionAlgorithm
genomeFactory IGenomeFactory
genomeList List
return NeatEvolutionAlgorithm

CreateEvolutionAlgorithm() public method

Create and return a NeatEvolutionAlgorithm object ready for running the NEAT algorithm/search. Various sub-parts of the algorithm are also constructed and connected up. This overload accepts a population size parameter that specifies how many genomes to create in an initial randomly generated population.
public CreateEvolutionAlgorithm ( int populationSize ) : NeatEvolutionAlgorithm
populationSize int
return NeatEvolutionAlgorithm

CreateGenomeDecoder() public method

Creates a new genome decoder that can be used to convert a genome into a phenome.
public CreateGenomeDecoder ( ) : IBlackBox>.IGenomeDecoder
return IBlackBox>.IGenomeDecoder

CreateGenomeFactory() public method

Create a genome factory for the experiment. Create a genome factory with our neat genome parameters object and the appropriate number of input and output neuron genes.
public CreateGenomeFactory ( ) : IGenomeFactory
return IGenomeFactory

Initialize() public method

Initialize the experiment with some optional XML configutation data.
public Initialize ( string name, XmlElement xmlConfig ) : void
name string
xmlConfig System.Xml.XmlElement
return void

LoadPopulation() public method

Load a population of genomes from an XmlReader and returns the genomes in a new list. The genome2 factory for the genomes can be obtained from any one of the genomes.
public LoadPopulation ( XmlReader xr ) : List
xr System.Xml.XmlReader
return List

SavePopulation() public method

Save a population of genomes to an XmlWriter.
public SavePopulation ( XmlWriter xw, IList genomeList ) : void
xw System.Xml.XmlWriter
genomeList IList
return void