private void Initialize_private(string name, ExperimentInitArgs args)
{
Name = name;
Description = args.Description;
_inputCount = args.InputCount;
_outputCount = args.OutputCount;
DefaultPopulationSize = args.PopulationSize;
IsHyperNEAT = args.IsHyperNEAT;
if (args.IsHyperNEAT)
{
_activationSchemeCppn = GetActivationScheme_CPPN();
}
_activationDefinition = args.Activation;
_activationScheme = GetActivationScheme(args.Activation);
_complexityRegulationStr = args.Complexity_RegulationStrategy?.ToString();
_complexityThreshold = args.Complexity_Threshold;
_parallelOptions = args.MaxDegreeOfParallelism == null ?
new ParallelOptions() :
new ParallelOptions {
MaxDegreeOfParallelism = args.MaxDegreeOfParallelism.Value
};
NeatEvolutionAlgorithmParameters = new NeatEvolutionAlgorithmParameters();
NeatEvolutionAlgorithmParameters.SpecieCount = args.SpeciesCount;
}
/// <summary>
/// This overload takes multiple phenome evaluators that evaluate over many ticks. There are multiple, because they will
/// each be loaded with a different neural net and run at the same time
/// </summary>
public void Initialize(string name, ExperimentInitArgs args, IPhenomeTickEvaluator <IBlackBox, NeatGenome>[] phenomeEvaluators, RoundRobinManager roundRobinManager, Func <double> worldTick)
{
_phenomeEvaluators = phenomeEvaluators;
_phenometickeval_roundRobinManager = roundRobinManager;
_phenometickeval_worldTick = worldTick;
Initialize_private(name, args);
}
/// <summary>
/// This is my implementation that takes in a base args class instead of xml
/// </summary>
/// <remarks>
/// Initialize must be called after the constructor. After that, NeatEvolutionAlgorithmParameters and NeatGenomeParameters will be
/// instantiated, and can be tweaked
///
/// Once all the properties are set the way you want, call CreateEvolutionAlgorithm():
///
/// _experiment = new ExperimentBase_NEAT() // or something that derives from this base
/// _experiment.Initialize(args, evaluator);
///
/// _experiment.NeatGenomeParameters.??? = ???
/// _experiment.NeatEvolutionAlgorithmParameters.??? = ???
///
/// _ea = _experiment.CreateEvolutionAlgorithm();
/// </remarks>
public void Initialize(string name, ExperimentInitArgs args, IPhenomeEvaluator <IBlackBox> phenomeEvaluator)
{
_phenomeEvaluator = phenomeEvaluator;
Initialize_private(name, args);
}