public static Node NewNode()
{
Node node = new Node();
node.bias = AiMath.RandomRange(-1f, 1f);
node.inovation = ++_inovation;
return(node);
}
public Node Mutated()
{
Node node = new Node();
node.bias = bias + AiMath.RandomRange(-0.1f, 0.1f);
node.inovation = _inovation;
return(node);
}
public Axon Mutated()
{
Axon axon = new Axon();
axon.weight += AiMath.RandomRange(-0.1f, 0.1f);
axon.A = A;
axon.B = B;
axon.inovation = inovation;
return(axon);
}
public static Axon NewAxon(int range)
{
range = Math.Max(1, range);
Axon axon = new Axon();
axon.weight = AiMath.RandomRange(-1f, 1f);
axon.A = AiMath.random.Next(0, range);
axon.B = AiMath.random.Next(0, range);
axon.inovation = ++_inovation;
return(axon);
}
public Node Clone()
{
Node node = new Node();
if (AiMath.PercentChance(mutationChance))
{
node.bias = bias + AiMath.RandomRange(-0.1f, 0.1f);
}
else
{
node.bias = bias;
}
node.inovation = _inovation;
return(node);
}
public Axon Clone()
{
Axon axon = new Axon();
if (AiMath.PercentChance(mutationChance))
{
axon.weight = weight + AiMath.RandomRange(-0.1f, 0.1f);
}
else
{
axon.weight = weight;
}
axon.A = A;
axon.B = B;
axon.inovation = inovation;
return(axon);
}