public void CloneDoesNotAffectOriginalGeneTest()
{
List <ConnectionGene> originalGenes = new List <ConnectionGene>(_original.ConnectionGenes);
foreach (ConnectionGene gene in originalGenes)
{
_trainingRoom.GetInnovationNumber(gene.InId, gene.OutId);
_trainingRoom.IncreaseNodeIdTo(Math.Max(gene.InId, gene.OutId) + 1);
}
Brain clone = _original.Clone();
for (int i = 0; i < 100; i++)
{
clone.Mutate();
}
CollectionAssert.AreEqual(_original.ConnectionGenes.ToList(), originalGenes);
}
public void Initialize()
{
_fakeUser = new User();
Guid trainingRoomId = Guid.NewGuid();
_roomName = "CoolRoom";
//Create a training room with really high mutation settings
TrainingRoomSettings trainingRoomSettings = new TrainingRoomSettings(trainingRoomId: trainingRoomId,
organismCount: 25,
inputCount: 3,
outputCount: 1,
c1: 1,
c2: 1,
c3: 0.4,
threshold: 3,
addConnectionChance: 1,
addNodeChance: 1,
crossOverChance: 0.75,
interSpeciesChance: 0.001,
mutationChance: 1,
mutateWeightChance: 0.8,
weightReassignChance: 0.1,
topAmountToSurvive: 0.5,
enableConnectionChance: 0.25,
seed: 1,
maxStagnantTime: 15,
championCloneMinSpeciesSize: 5);
_organismFactory = new EvaluatableOrganismFactory();
_trainingRoom = new TrainingRoom(trainingRoomId, _fakeUser, _roomName, trainingRoomSettings, _organismFactory);
for (int i = 0; i < trainingRoomSettings.OrganismCount; i++)
{
EvaluatableOrganism organism = new EvaluatableOrganism(trainingRoomSettings, _trainingRoom.GetInnovationNumber)
{
IsLeased = true
};
_trainingRoom.AddOrganism(organism);
}
_trainingRoom.IncreaseNodeIdTo(trainingRoomSettings.InputCount + trainingRoomSettings.OutputCount);
}