public NetWork(int inputPopulation, int middlePopulation, int outputPopulation, double learningRate, double momentum)
{
Inputs = new InputNode[inputPopulation];
for (int i = 0; i < Inputs.Count(); i++)
{
Inputs[i] = new InputNode();
}
Middles = new MiddleNode[middlePopulation];
for (int j = 0; j < Middles.Count(); j++)
{
Middles[j] = new MiddleNode(learningRate, momentum);
}
Outputs = new OutputNode[outputPopulation];
for (int h = 0; h < Outputs.Count(); h++)
{
Outputs[h] = new OutputNode(learningRate, momentum);
}
Arcs = new Arc[(inputPopulation * middlePopulation) + (middlePopulation * outputPopulation)];
for (int k = 0; k < Arcs.Count(); k++)
{
Arcs[k] = new Arc();
}
int ii = 0;
for (int jj = 0; jj < Inputs.Count(); jj++)
{
for (int kk = 0; kk < Middles.Count(); kk++)
{
Inputs[jj].Connect(Middles[kk], Arcs[ii++]);
}
}
for (int jj = 0; jj < Middles.Count(); jj++)
{
for (int kk = 0; kk < Outputs.Count(); kk++)
{
Middles[jj].Connect(Outputs[kk], Arcs[ii++]);
}
}
}
public NetWork(int inputPopulation, int middlePopulation, int outputPopulation, double learningRate, double momentum)
{
Inputs = new InputNode[inputPopulation];
for (int i = 0; i < Inputs.Count(); i++)
{
Inputs[i] = new InputNode();
}
Middles = new MiddleNode[middlePopulation];
for (int j = 0; j < Middles.Count(); j++)
{
Middles[j] = new MiddleNode(learningRate, momentum);
}
Outputs = new OutputNode[outputPopulation];
for (int h = 0; h < Outputs.Count(); h++)
{
Outputs[h] = new OutputNode(learningRate, momentum);
}
Arcs = new Arc[(inputPopulation * middlePopulation) + (middlePopulation * outputPopulation)];
for (int k = 0; k < Arcs.Count(); k++)
{
Arcs[k] = new Arc();
}
int ii = 0;
for (int jj = 0; jj < Inputs.Count(); jj++)
{
for (int kk = 0; kk < Middles.Count(); kk++)
{
Inputs[jj].Connect(Middles[kk], Arcs[ii++]);
}
}
for (int jj = 0; jj < Middles.Count(); jj++)
{
for (int kk = 0; kk < Outputs.Count(); kk++)
{
Middles[jj].Connect(Outputs[kk], Arcs[ii++]);
}
}
}
