public void Mutate()
{
const double mutationRate = 0.01;
for (int i = 0; i < Directions.Length; i++)
{
if (mutationRate > _random.NextDouble())
{
Directions[i] = DirectionsProvider.GetRandomDirection();
}
}
}
public static List <Dot> GetDots(int numberOfDots, Point goal) =>
File.Exists(FilePath)
? File
.ReadAllLines(FilePath)
.Select(line =>
new Dot(goal,
line.Split(';').Select(direction =>
direction.Split(','))
.Select(parts => new Point(Convert.ToInt32(parts[0]), Convert.ToInt32(parts[1])))
.ToArray()
)
)
.ToList()
: Enumerable.Range(0, numberOfDots).Select(_ => new Dot(goal, Enumerable.Range(0, Brain.Size)
.Select(__ => DirectionsProvider.GetRandomDirection()).ToArray()))
.ToList();