public void Calculate_Test()
{
double[] input = { 0.5, 1 };
double[] desiredOutput = { 0.681, 0.744 };
feedForwardNetwork.Init();
double[] output = feedForwardNetwork.Calculate(input);
Assert.AreEqual(output.Length, desiredOutput.Length);
//Check result
Assert.AreEqual(desiredOutput[0], output[0], 0.001);
Assert.AreEqual(desiredOutput[1], output[1], 0.001);
//Second example
double[] input2 = { -1, 2 };
double[] desiredOutput2 = { 0.669, 0.760 };
double[] output2 = feedForwardNetwork.Calculate(input2);
Assert.AreEqual(output2.Length, desiredOutput.Length);
//Check result
Assert.AreEqual(desiredOutput2[0], output2[0], 0.001);
Assert.AreEqual(desiredOutput2[1], output2[1], 0.001);
}
public void CalculateRecurrent_Test()
{
double[] input ={ -1, 2};
double[] desiredOutputFirstIteration = { 0.669, 0.760 };
double[] desiredOutputSecondIteration = { 0.632, 0.699 };
recurrentNetwork.Init();
double[] outputFirstIteration = recurrentNetwork.Calculate(input);
Assert.AreEqual(desiredOutputFirstIteration.Length, outputFirstIteration.Length);
//Check result
Assert.AreEqual(desiredOutputFirstIteration[0], outputFirstIteration[0], 0.001);
Assert.AreEqual(desiredOutputFirstIteration[1], outputFirstIteration[1], 0.001);
//Second iteration
double[] outputSecondIteration = recurrentNetwork.Calculate(input);
Assert.AreEqual(desiredOutputSecondIteration.Length, outputSecondIteration.Length);
//Check result
Assert.AreEqual(desiredOutputSecondIteration[0], outputSecondIteration[0], 0.001);
Assert.AreEqual(desiredOutputSecondIteration[1], outputSecondIteration[1], 0.001);
}
public void FillXorScreen(Genome genome, GameObject parent, GameObject screenPrefab)
{
foreach (Transform child in parent.transform)
{
Destroy(child.gameObject);
}
for (int i = 0; i <= 10; i++)
{
for (int j = 0; j <= 10; j++)
{
double xVal = (double)i / (double)10;
double yVal = (double)j / (double)10;
GameObject obj = Instantiate(screenPrefab, parent.transform, false);
obj.transform.localPosition = new Vector3(i, j, 0);
//Get values for xor
float result = (float)genome.Calculate(new double[] { xVal, yVal, 1 })[0];
obj.GetComponent <Renderer>().material.color = new Color(result, result, result);
}
}
}