public void Connect(int fromIndex, int toIndex, bool required, Range inputRange = null, Range prevOutRange = null, List <List <double> > weigths = null)
{
int insertionIndex = 0; // insert it sorted in network toIndex from less to more compared by fromIndex
bool found = false;
int connectedWidth = fromIndex == -1 ? inputLenght : networks[fromIndex].Network.OutputLength;
var connection = new ConnectedNet.Connection(fromIndex, toIndex, prevOutRange, inputRange, required, weigths, networks[toIndex].Network.InputLength, connectedWidth);
if (networks[toIndex].Connections.Count > 0)
{
//isBegining?
if (fromIndex < networks[toIndex].Connections[0].fromNetworkIndex)
{
found = true;
}
else
{
for (int connectionIndex = 1; connectionIndex < networks[toIndex].Connections.Count - 1 && !found; connectionIndex++)
{
Range range = new Range(networks[toIndex].Connections[connectionIndex - 1].fromNetworkIndex, networks[toIndex].Connections[connectionIndex].fromNetworkIndex);
if (range.IsInside(fromIndex))
{
insertionIndex = connectionIndex;
}
}
//isEnd?
if (fromIndex > networks[toIndex].Connections[networks[toIndex].Connections.Count - 1].fromNetworkIndex && !found)
{
insertionIndex = networks[toIndex].Connections.Count - 1;
}
}
}
networks[toIndex].Connections.Insert(insertionIndex, connection);
}
///<summary>pass an output to its associated connections without counting weigths</summary>
private void PassOutput(double[] output, int networkIndex)
{
List <int> connectedNets = GetNetworksConnectedTo(networkIndex, out List <int> connectionIndexes);
for (int i = 0; i < connectedNets.Count; i++)
{
ConnectedNet.Connection connectionCopy = networks[connectedNets[i]].Connections[connectionIndexes[i]];
double[] inputValues = new double[connectionCopy.fromRange.Lenght];
int index = 0;
for (int valueIndex = connectionCopy.fromRange.start; valueIndex < connectionCopy.fromRange.start + connectionCopy.fromRange.Lenght; valueIndex++)
{
inputValues[index] = output[valueIndex];
index++;
}
networks[connectedNets[i]].Connections[connectionIndexes[i]].valuesToPass = inputValues;
}
}