public Genome(int size)
{
Random rnd = new Random();
weights = new float[size];
skills = new int[skillCount];
for (int i = 0; i < size; i++)
{
weights[i] = NN.NextDoubleRange(rnd, -1f, 1f);
}
}
public void Mutate(float value)
{
Random rnd = new Random();
for (int i = 0; i < weights.Length; i++)
{
if (NN.NextDoubleRange(rnd, 0, 1f) < 0.1)
{
weights[i] += NN.NextDoubleRange(rnd, -value, value);
}
}
for (int i = 0; i < skillCount; i++)
{
if (NN.NextDoubleRange(rnd, 0, 1f) < 0.05)
{
skills[i] = rnd.Next(0, 4);
}
}
}
public NN(params int[] sizes)
{
Random rnd = new Random();
layers = new Layer[sizes.Length];
for (int i = 0; i < sizes.Length; i++)
{
int nextSize = 0;
if (i < sizes.Length - 1)
{
nextSize = sizes[i + 1];
}
layers[i] = new Layer(sizes[i], nextSize);
for (int j = 0; j < sizes[i]; j++)
{
for (int k = 0; k < nextSize; k++)
{
layers[i].weights[j, k] = NN.NextDoubleRange(rnd, -1f, 1f);
}
}
}
}