C# Class SharpNeat.Domains.FunctionRegression.FunctionRegressionExperiment

Function regression task.
Inheritance: IGuiNeatExperiment
显示文件 Open project: colgreen/sharpneat

Public Methods

Method Description
CreateDomainView ( ) : AbstractDomainView

Create a System.Windows.Forms derived object for displaying output for a domain (e.g. show best genome's output/performance/behaviour in the domain).
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. Uses the experiments default population size defined in the experiment's config XML.
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 genome population and their associated/parent genome 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

Create a genome decoder for the experiment.
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.
CreateGenomeView ( ) : AbstractGenomeView

Create a System.Windows.Forms derived object for displaying genomes.
FunctionRegressionExperiment ( ) : System

Default constructor.
Initialize ( string name, XmlElement xmlConfig ) : void

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

Load a population of genomes from an XmlReader and returns the genomes in a new list. The genome 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

CreateDomainView() public method

Create a System.Windows.Forms derived object for displaying output for a domain (e.g. show best genome's output/performance/behaviour in the domain).
public CreateDomainView ( ) : AbstractDomainView
return AbstractDomainView

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. Uses the experiments default population size defined in the experiment's config XML.
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 genome population and their associated/parent genome 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

Create a genome decoder for the experiment.
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

CreateGenomeView() public method

Create a System.Windows.Forms derived object for displaying genomes.
public CreateGenomeView ( ) : AbstractGenomeView
return AbstractGenomeView

FunctionRegressionExperiment() public method

Default constructor.
public FunctionRegressionExperiment ( ) : System
return System

Initialize() public method

Initialize the experiment with some optional XML configuration 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 genome 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