internal override Agent CrossOver(Agent _partner)
{
FCAgent partner = (FCAgent)_partner;
FCAgent child = new FCAgent(topology);
for (int i = 1; i < topology.Length; i++)
{
for (int j = 0; j < topology[i]; j++)
{
for (int k = 0; k < this.layers[i].Nodes[j].weights.Length; k++)
{
child.layers[i].Nodes[j].weights[k] = RandomDouble() < 0.5 ?
this.layers[i].Nodes[j].weights[k] : partner.layers[i].Nodes[j].weights[k];
if (RandomDouble() < MutationRate)
{
child.layers[i].Nodes[j].weights[k] = RandomDouble() * 2 - 1;
}
if (RandomDouble() < MutationRate * 10)
{
child.layers[i].Nodes[j].weights[k] += MutationRate * (RandomDouble() * 2 - 1);
}
}
}
}
return((Agent)child);
}
public FCAgent(FCAgent n)
{
topology = n.topology;
layers = new Layer[topology.Length];
for (int i = 0; i < topology.Length; i++)
{
layers[i] = new Layer(topology, i, n.layers[i]);
}
}
public override void SetSubAgent(FCAgent ewa)
{
if (ewa != null)
{
_attackBase = ewa as AttackBase;
}
else
{
_attackBase = null;
}
}
public virtual void SetSubAgent(FCAgent ewa)
{
}
