C# Class SharpNeat.EvolutionAlgorithms.ComplexityRegulation.DefaultComplexityRegulationStrategy

Default complexity regulation strategy. This strategy provides a choice of hard/absolute complexity ceiling or a ceiling relative to the complexity at the end of the most recent simplification phase. The strategy transitions from complexifying to simplifying when the ceiling is reached. Transitioning from simplifying to complexifying occurs when complexity is no longer falling *and* complexity is below the ceiling. This is determined by tracking a complexity moving average calculated over the past N generations.

Inheritance: IComplexityRegulationStrategy

Datei anzeigen Open project: colgreen/sharpneat

Public Methods

Method	Description
DefaultComplexityRegulationStrategy ( ComplexityCeilingType ceilingType, double ceilingValue )	Construct the complexity regulation strategy with the provided regulation parameters.
DetermineMode ( NeatAlgorithmStats stats ) : ComplexityRegulationMode	Determine which complexity regulation mode the search should be in given the provided NEAT algorithm stats.

Method Details

DefaultComplexityRegulationStrategy() public method

Construct the complexity regulation strategy with the provided regulation parameters.

public DefaultComplexityRegulationStrategy ( ComplexityCeilingType ceilingType, double ceilingValue )
ceilingType	ComplexityCeilingType
ceilingValue	double

DetermineMode() public method

Determine which complexity regulation mode the search should be in given the provided NEAT algorithm stats.

public DetermineMode ( NeatAlgorithmStats stats ) : ComplexityRegulationMode
stats	NeatAlgorithmStats
return	ComplexityRegulationMode