public double Evaluate(IChromosome chromosone)
{
var test = (DoubleArrayChromosome)chromosone;
var value = test.Value;
var net = new NeuralNetworks();
for (int i = 0; i < 6; i++)
{
net.W1[i / 3, i % 3] = value[i];
}
for (int i = 6; i < 9; i++)
{
net.W2[i - 6, 0] = value[i];
}
var a = Math.Pow(net.Forward(new double[1, 2] {
{ 0, 1 }
})[0, 0] - 1, 2);
var b = Math.Pow(net.Forward(new double[1, 2] {
{ 1, 0 }
})[0, 0] - 1, 2);
var c = Math.Pow(net.Forward(new double[1, 2] {
{ 0, 0 }
})[0, 0], 2);
var d = Math.Pow(net.Forward(new double[1, 2] {
{ 1, 1 }
})[0, 0], 2);
return(Math.Max(1 - a - b - c - d, 0));
}
static void Main(string[] args)
{
AccordTest.RunGene();
var x = new NeuralNetworks();
var data = new double [3, 2] {
{ 1.3, 0.2 }, { 0.5, 1.1 }, { 0.4, 4.4 }
};
var y = x.Forward(data);
}
