public void Merge(SortList <AIPlayer> individuals, List <AIPlayer> offspring, Simulation simulation)
{
//If having only a single parent, replace it if better
foreach (AIPlayer o in offspring)
{
if (o.Parent2 == null)
{
for (int i = 0; i < individuals.Count; i++)
{
if (individuals.Get(i) == o.Parent1)
{
if (o.GetFitness() > individuals.Get(i).GetFitness())
{
individuals.Remove(individuals.Get(i));
individuals.Add(o);
}
}
}
}
else
{
//The offspring were made from 2 parents
//If offspring is better than both parents, replace both parents and add a random AIPlayer
bool betterThanParent1 = false;
bool betterThanParent2 = false;
for (int i = 0; i < individuals.Count; i++)
{
if (individuals.Get(i) == o.Parent1 && individuals.Get(i).GetFitness() < o.Parent1.GetFitness())
{
betterThanParent1 = true;
}
if (individuals.Get(i) == o.Parent2 && individuals.Get(i).GetFitness() < o.Parent2.GetFitness())
{
betterThanParent2 = true;
}
}
//if better than both parents, remove both parents and add a random immigrant
if (betterThanParent1 && betterThanParent2)
{
individuals.Remove(o.Parent1);
individuals.Remove(o.Parent2);
individuals.Add(o);
AIPlayer randomImmagrant = new AIPlayer(simulation.NeuralNetworkMaker);
randomImmagrant.CalcFitness(simulation.Game);
individuals.Add(randomImmagrant);
}
}
}
individuals.Crop(individuals.Count / 2);
while (individuals.Count < simulation.PopulationSize)
{
AIPlayer randomImmagrant = new AIPlayer(simulation.NeuralNetworkMaker);
randomImmagrant.CalcFitness(simulation.Game);
individuals.Add(randomImmagrant);
}
}
public void Merge(SortList <AIPlayer> individuals, List <AIPlayer> offspring, Simulation simulation)
{
//If having only single parent, replace it with a probability
foreach (AIPlayer o in offspring)
{
if (o.Parent2 == null)
{
if (o.GetFitness() > o.Parent1.GetFitness() && individuals.Contains(o.Parent1))
{
individuals.Remove(o.Parent1);
}
individuals.Add(o);
}
else
{
//The offspring were made from 2 parents
AIPlayer firstPriority = null;
AIPlayer secondPriority = null;
if (Utility.RandomNum.RandomInt(0, 2) == 0)
{
firstPriority = o.Parent1;
secondPriority = o.Parent2;
}
else
{
firstPriority = o.Parent2;
secondPriority = o.Parent1;
}
if (o.GetFitness() > firstPriority.GetFitness() && individuals.Contains(firstPriority))
{
individuals.Remove(firstPriority);
individuals.Add(o);
}
else if (o.GetFitness() > secondPriority.GetFitness() && individuals.Contains(secondPriority))
{
individuals.Remove(secondPriority);
individuals.Add(o);
}
}
}
}
public void RemoveProfession(Type type)
{
Profession pro = null;
foreach (Profession profession in Professions.Get())
if (profession.GetType() == type)
pro = profession;
if (pro == null)
return;
pro.RemoveEffect();
Professions.Remove(pro.Importance);
if (MainProfession == pro)
{
if (Professions.Length == 0)
MainProfession = null;
Profession[] un = Professions.Get();
List<Profession> list = un.ToList();
list.Reverse();
MainProfession = list[0];
}
}
