private void InitPop()
{
for (int i = 0; i < gardenSize; i++)
{
GameObject newBlamb = (GameObject)Instantiate(BlambPrefab, new Vector3(0, 10, 0), Quaternion.identity);
Base_BHV newBase = newBlamb.GetComponent <Base_BHV>();
newBase.Randomize();
population.Add(newBase);
}
}
private List <Base_BHV> Crossover(List <Base_BHV> selection)
{
List <Base_BHV> children = new List <Base_BHV>();
for (int i = 0; i < selection.Count; i += 2)
{
GameObject newChild = (GameObject)Instantiate(BlambPrefab, new Vector3(0, 10, 0), Quaternion.identity);
Base_BHV newBase = newChild.GetComponent <Base_BHV>();
newBase.DefinePropertiesFrom(selection[i], selection[i + 1]);
children.Add(newBase);
}
return(children);
}
private void NewGeneration()
{
generationNumber++;
List <Base_BHV> selection = Select();
List <Base_BHV> children = Crossover(selection);
Mutation(children);
List <Base_BHV> entrees = new List <Base_BHV>();
entrees.AddRange(population);
List <Base_BHV> oldPopulation = new List <Base_BHV>();
oldPopulation.AddRange(population);
population.Clear();
population.AddRange(children);
Tournment(entrees);
List <GameObject> objPop = new List <GameObject>();
population.ForEach(b => objPop.Add(b.gameObject));
foreach (Base_BHV oldBlamb in oldPopulation)
{
if (objPop.Contains(oldBlamb.gameObject))
{
/*
* oldBlamb.transform.position = new Vector3(0, 5, 0);
* oldBlamb.transform.rotation = Quaternion.identity;
* oldBlamb.Reset();
*/
GameObject newObj = (GameObject)Instantiate(BlambPrefab, new Vector3(0, 10, 0), Quaternion.identity);
Base_BHV newBlamb = newObj.GetComponent <Base_BHV>();
newBlamb.CopyProperties(oldBlamb);
newBlamb.ColorMeshes(oldBlamb.color);
population.Remove(oldBlamb);
population.Add(newBlamb);
Destroy(oldBlamb.gameObject);
}
else
{
Destroy(oldBlamb.gameObject);
}
}
if (alltimeBestFit < generationBestFit)
{
alltimeBestFit = generationBestFit;
}
print("Generation " + generationNumber + ", AllTimeBest=" + alltimeBestFit);
generationBestFit = 0f;
}
private void Tournment(List <Base_BHV> entrees)
{
List <List <Base_BHV> > loosers = new List <List <Base_BHV> >();
while (entrees.Count > 1)
{
List <Base_BHV> roundLoosers = new List <Base_BHV>();
List <Base_BHV> roundWinners = new List <Base_BHV>();
while (entrees.Count > 1)
{
int index = Random.Range(0, entrees.Count);
Base_BHV first = entrees[index];
entrees.RemoveAt(index);
index = Random.Range(0, entrees.Count);
Base_BHV second = entrees[index];
entrees.RemoveAt(index);
if (Base_BHV.CompareDist(first, second) > 0)
{
roundWinners.Add(first);
roundLoosers.Add(second);
}
else
{
roundWinners.Add(second);
roundLoosers.Add(first);
}
}
roundLoosers.AddRange(entrees);
loosers.Add(roundLoosers);
entrees.Clear();
entrees.AddRange(roundWinners);
}
population.AddRange(entrees);
for (int i = loosers.Count - 1; population.Count < gardenSize; i--)
{
if (loosers[i].Count > gardenSize - population.Count)
{
population.AddRange(loosers[i].GetRange(0, gardenSize - population.Count));
}
else
{
population.AddRange(loosers[i]);
}
}
}
public void CopyProperties(Base_BHV other)
{
for (int i = 0; i < other.childrenProperties.Length; i++)
{
SectionProperties otherProp = other.childrenProperties[i];
childrenProperties[i].parentSection = otherProp.parentSection;
childrenProperties[i].rotation = otherProp.rotation;
childrenProperties[i].scale = otherProp.scale;
SectionProperties.AnimationPatternProperties otherAnim = otherProp.animationProperties;
childrenProperties[i].animationProperties.animationAxis = otherAnim.animationAxis;
childrenProperties[i].animationProperties.animationStartOffset = otherAnim.animationStartOffset;
childrenProperties[i].animationProperties.cycleTime = otherAnim.cycleTime;
childrenProperties[i].animationProperties.animationCurve = otherAnim.animationCurve;
childrenProperties[i].animationProperties.animationAttribute = PatternTransformAnimation_BHV.AnimAttrib.Rotation;
childrenProperties[i].animationProperties.animationAmplitude = otherAnim.animationAmplitude;
}
}
public void DefinePropertiesFrom(Base_BHV first, Base_BHV second)
{
for (int i = 0; i < childrenProperties.Length; i++)
{
SectionProperties firstProp = first.childrenProperties[i];
SectionProperties secondProp = second.childrenProperties[i];
int fp = firstProp.parentSection;
int sp = secondProp.parentSection;
childrenProperties[i].parentSection = Random.Range(((fp > sp)? sp:fp), ((fp < sp)? sp:fp) + 1);
childrenProperties[i].rotation = (firstProp.rotation + secondProp.rotation) / 2f;
childrenProperties[i].scale = (firstProp.scale + secondProp.scale) / 2f;
SectionProperties.AnimationPatternProperties firstAnim = firstProp.animationProperties;
SectionProperties.AnimationPatternProperties secondAnim = secondProp.animationProperties;
childrenProperties[i].animationProperties.animationAxis = (Random.value > 0.5f)? firstAnim.animationAxis : secondAnim.animationAxis;
childrenProperties[i].animationProperties.animationStartOffset = (firstAnim.animationStartOffset + secondAnim.animationStartOffset) / 2f;
childrenProperties[i].animationProperties.cycleTime = (firstAnim.cycleTime + secondAnim.cycleTime) / 2f;
childrenProperties[i].animationProperties.animationCurve = (Random.value > 0.5f) ? firstAnim.animationCurve : secondAnim.animationCurve;
childrenProperties[i].animationProperties.animationAttribute = PatternTransformAnimation_BHV.AnimAttrib.Rotation;
childrenProperties[i].animationProperties.animationAmplitude = (firstAnim.animationAmplitude + secondAnim.animationAmplitude) / 2f;
}
}
public static int CompareDist(Base_BHV first, Base_BHV second)
{
return(((int)first.maxDistAchieved) - ((int)second.maxDistAchieved));
}