/// <summary>
/// Clones the organism.
/// </summary>
/// <param name="trainingRoomSettings">The training room settings.</param>
/// <returns>Returns a clone of the organism.</returns>
public Organism Clone(TrainingRoomSettings trainingRoomSettings)
{
// Prepares a new id for the organisms to clone with.
Guid newGuid = Guid.NewGuid();
// Create a new organism with the given node id and training room settings.
return(new Organism(newGuid, trainingRoomSettings, Generation, ConnectionGenes.Select(gene => gene.Clone(newGuid)).ToList()));
//TODO: When inputs can mutate they should also be cloned
}
/// <summary>
/// Clones this brain to produce a brain that equals the other brain but is not the same instance.
/// </summary>
/// <param name="newId">Determines whether a new Id should be generated for the clone.</param>
/// <returns>Returns a new brain with the same genes, training room, inputCount and outputCount.</returns>
public Brain Clone(bool newId = false)
{
return(new Brain(newId ? Guid.NewGuid() : Id, TrainingRoom, ConnectionGenes.Select(gene => gene.Clone()).ToList()));
}