public void PrintDebugScores()
{
var best10 = CurrentPopulation.OrderByDescending((x) => x.CurrentScore).Take(10);
Debug.Log($"Best 10 of generation {CurrentGeneration}");
var str = "";
foreach (var entry in best10)
{
str += $"{entry.CurrentScore}\n";
}
Debug.Log(str);
}
public void CreateNewPopulation()
{
CurrentPopulation = Enumerable.Range(0, Algorithm.SeedingPopulationCount)
.Select(_ => GetRandomIndividual())
.ToList();
ApplyBounds(CurrentPopulation);
if (OptimizationTarget == OptimizationTarget.Minimum)
{
BestIndividual = CurrentPopulation.OrderBy(e => e.Cost).First();
}
else
{
BestIndividual = CurrentPopulation.OrderByDescending(e => e.Cost).First();
}
Generation = 0;
}
public void GetTheBestScouts(int n)
{
TheBestScouts = CurrentPopulation.OrderByDescending(x => CalculateCost(x)).Take(n).ToList();
}