/// <summary>
/// Takes another neural network and changes random values in it
/// </summary>
/// <param name="parent"></param>
public NeuralNetwork(NeuralNetwork parent)
{
m_layers = parent.m_layers;
m_inputNeurons = new InputNeuron[parent.m_inputNeurons.Length];
for (int i = 0; i < m_inputNeurons.Length; i++)
{
m_inputNeurons[i] = InputNeuron.WithMutations(parent.m_inputNeurons[i]);
}
m_hiddenNeurons = new HiddenNeuron[parent.m_hiddenNeurons.Length][];
for (int i = 0; i < m_hiddenNeurons.Length; i++)
{
m_hiddenNeurons[i] = new HiddenNeuron[parent.m_hiddenNeurons[i].Length];
for (int j = 0; j < m_hiddenNeurons[i].Length; j++)
{
m_hiddenNeurons[i][j] = HiddenNeuron.WithMutations(parent.m_hiddenNeurons[i][j]);
}
}
m_outputNeurons = new OutputNeuron[parent.m_outputNeurons.Length];
for (int i = 0; i < m_outputNeurons.Length; i++)
{
m_outputNeurons[i] = OutputNeuron.WithMutations(parent.m_outputNeurons[i]);
}
}
