/// <summary>
/// Creates a new generation by using GenerateBoxes and GenerateBoats/Pirates.
/// Previous generations will be removed and the best parents will be selected and used to create the new generation.
/// The best parents (top 1) of the generation will be stored as a Prefab in the [savePrefabsAt] folder. Their name
/// will use the [generationCount] as an identifier.
/// </summary>
public void MakeNewGeneration()
{
GenerateBoxes();
//Fetch parents
_activeBoats.RemoveAll(item => item == null);
_activeBoats.Sort();
Vector3 shipData = GetShipData();
if (_activeBoats.Count == 0)
{
GenerateBoats(_boatParents);
}
_boatParents = new BoatLogic[boatParentSize];
for (int i = 0; i < boatParentSize; i++)
{
_boatParents[i] = _activeBoats[i];
}
BoatLogic lastBoatWinner = _activeBoats[0];
lastBoatWinner.name += "Gen-" + generationCount;
lastBoatWinnerData = lastBoatWinner.GetData();
PrefabUtility.SaveAsPrefabAsset(lastBoatWinner.gameObject, savePrefabsAt + lastBoatWinner.name + ".prefab");
_activePirates.RemoveAll(item => item == null);
_activePirates.Sort();
Vector3 pirateData = GetPirateData();
_pirateParents = new PirateLogic[pirateParentSize];
for (int i = 0; i < pirateParentSize; i++)
{
_pirateParents[i] = _activePirates[i];
}
PirateLogic lastPirateWinner = _activePirates[0];
lastPirateWinner.name += "Gen-" + generationCount;
lastPirateWinnerData = lastPirateWinner.GetData();
PrefabUtility.SaveAsPrefabAsset(lastPirateWinner.gameObject, savePrefabsAt + lastPirateWinner.name + ".prefab");
_dataCollector.AddData(shipData, pirateData);
//Winners:
Debug.Log("Last winner boat had: " + lastBoatWinner.GetPoints() + " points!" + " Last winner pirate had: " + lastPirateWinner.GetPoints() + " points!");
GenerateObjects(_boatParents, _pirateParents);
}
//Similarly generate abled pirates
private void GenerateAbledPirates(PirateLogic[] abledPirateParents)
{
_activeAbledPirates = new List <PirateLogic>();
List <GameObject> objects = abledPirateGenerator.RegenerateObjects();
foreach (GameObject obj in objects)
{
PirateLogic pirate = obj.GetComponent <PirateLogic>();
if (pirate != null)
{
_activeAbledPirates.Add(pirate);
if (abledPirateParents != null)
{
PirateLogic pirateParent = abledPirateParents[Random.Range(0, abledPirateParents.Length)];
pirate.Birth(pirateParent.GetData());
}
pirate.Mutate(mutationFactor, mutationChance);
pirate.AwakeUp();
}
}
}
private void GeneratePiratesArithmeticCrossover(PirateLogic[] pirateParents)
{
_activePirates = new List <PirateLogic>();
List <GameObject> objects = pirateGenerator.RegenerateObjects();
foreach (GameObject obj in objects)
{
PirateLogic pirate = obj.GetComponent <PirateLogic>();
if (pirate != null)
{
_activePirates.Add(pirate);
if (pirateParents != null)
{
PirateLogic firstPirateParent = pirateParents[Random.Range(0, pirateParents.Length)];
PirateLogic secondPirateParent = pirateParents[Random.Range(0, pirateParents.Length)];
pirate.BirthArithmeticCrossover(firstPirateParent.GetData(), secondPirateParent.GetData());
}
pirate.Mutate(mutationFactor, mutationChance);
pirate.AwakeUp();
}
}
}
/// <summary>
/// Creates a new generation by using GenerateBoxes and GenerateBoats/Pirates.
/// Previous generations will be removed and the best parents will be selected and used to create the new generation.
/// The best parents (top 1) of the generation will be stored as a Prefab in the [savePrefabsAt] folder. Their name
/// will use the [generationCount] as an identifier.
/// </summary>
public void MakeNewGeneration()
{
GenerateBoxes();
//Fetch parents
_activeBoats.RemoveAll(item => item == null);
_activeBoats.Sort();
if (_activeBoats.Count == 0)
{
GenerateBoats(_boatParents);
}
_boatParents = new BoatLogic[boatParentSize];
for (int i = 0; i < boatParentSize; i++)
{
_boatParents[i] = _activeBoats[i];
}
BoatLogic lastBoatWinner = _activeBoats[0];
lastBoatWinner.name += "Gen-" + generationCount;
lastBoatWinnerData = lastBoatWinner.GetData();
PrefabUtility.SaveAsPrefabAsset(lastBoatWinner.gameObject, savePrefabsAt + lastBoatWinner.name + ".prefab");
boatRoundScores = 0;
foreach (BoatLogic boat in _activeBoats)
{
boatRoundScores += boat.GetPoints();
}
boatTotalScores += boatRoundScores;
_activePirates.RemoveAll(item => item == null);
_activePirates.Sort();
_pirateParents = new PirateLogic[pirateParentSize];
for (int i = 0; i < pirateParentSize; i++)
{
_pirateParents[i] = _activePirates[i];
}
PirateLogic lastPirateWinner = _activePirates[0];
pirateRoundScores = 0;
foreach (PirateLogic pirate in _activePirates)
{
pirateRoundScores += pirate.GetPoints();
}
pirateTotalScores += pirateRoundScores;
lastPirateWinner.name += "Gen-" + generationCount;
lastPirateWinnerData = lastPirateWinner.GetData();
PrefabUtility.SaveAsPrefabAsset(lastPirateWinner.gameObject, savePrefabsAt + lastPirateWinner.name + ".prefab");
//Winners:
//Storing results
string path = "Assets/Overallresults.txt";
//Write some text to the test.txt file
StreamWriter writer = new StreamWriter(path, true);
writer.WriteLine("Generations count" + generationCount + "||Total boats:" + boatTotalScores + "||TotalPiratesScores:" + pirateTotalScores);
writer.Close();
path = "Assets/BoatsTotalScores.txt";
writer = new StreamWriter(path, true);
writer.WriteLine(boatTotalScores);
writer.Close();
path = "Assets/PiratesTotalScores.txt";
writer = new StreamWriter(path, true);
writer.WriteLine(pirateTotalScores);
writer.Close();
path = "Assets/BoatsRoundScores.txt";
writer = new StreamWriter(path, true);
writer.WriteLine(boatRoundScores);
writer.Close();
path = "Assets/PiratesRoundScores.txt";
writer = new StreamWriter(path, true);
writer.WriteLine(pirateRoundScores);
writer.Close();
Debug.Log("Last winner boat had: " + lastBoatWinner.GetPoints() + " points!" + " Last winner pirate had: " + lastPirateWinner.GetPoints() + " points!");
Debug.Log("Total boats:" + boatTotalScores + "||Round boats:" + boatRoundScores + "||TotalPiratesScores:" + pirateTotalScores + "||PiratesRoundScores" + pirateRoundScores);
GenerateObjects(_boatParents, _pirateParents);
}