public NeuralNet Crossover(NeuralNet net1, NeuralNet net2, int ver)
{
NeuralNet localNet = new NeuralNet(new List <List <List <float> > >(), 0);
for (int i = 0; i < NeuralNet.layersCount; i++)
{
localNet.Layers.Add(NeuralNet.CrossLayers(net1.Layers[i], net2.Layers[i], rand.Next(NeuralNet.neuronCount), ver));
rand = new System.Random(rand.Next());
for (int n = 0; n < rand.Next(1, 4); n++)
{
rand = new System.Random(rand.Next());
localNet.mutate(i, GetInstanceID() + n);
}
}
return(localNet);
}
void Start()
{
rotation = transform.eulerAngles;
rigid = GetComponent <Rigidbody2D>();
thisPos = this.transform.position;
Inputs = new List <float>(new float[NeuralNet.neuronCount]);
text = GameObject.Find("Text").GetComponent <Text>();
r = GetComponent <Rigidbody2D>();
this.GetComponent <Animator>().speed = 2f;
allDirections = new List <Vector2>();
allDirections.Add(new Vector2(0, 1));
allDirections.Add(new Vector2(1, 1));
allDirections.Add(new Vector2(1, 0));
allDirections.Add(new Vector2(1, -1));
allDirections.Add(new Vector2(0, -1));
if (Data.NeuralNets.Count < Data.PopulationCount)
{
net = new NeuralNet(GetInstanceID());
Data.NeuralNets.Add(net);
}
}