public Brain(int input, int hidden1, int hidden2, int output, DNA parent = null)
{
Layers = new List <Layer>
{
new Layer(input, new Linear(), parent?.FullSequence[0]),
new Layer(hidden1, new Sigmoid(), parent?.FullSequence[1]),
new Layer(hidden2, new Sigmoid(), parent?.FullSequence[2]),
new Layer(output, new Sigmoid(), parent?.FullSequence[3])
};
DNA = new DNA(1);
DNA.Cut(0);
}
public static DNA CrossOver(DNA a, DNA b)
{
DNA parent = new DNA(1);
parent.Cut(0);
for (int i = 0; i < a.FullSequence.Count; i++)
{
DNA _combined = DNA.Combine(a.FullSequence[i], b.FullSequence[i]);
parent.Add(_combined);
}
return(parent);
}
