/**
* Increase the hidden layer counts according to the hidden layer
* parameters. Increase the first hidden layer count by one, if
* it is maxed out, then set it to zero and increase the next
* hidden layer.
* @return False if no more increases can be done, true otherwise.
*/
private bool IncreaseHiddenCounts()
{
int i = 0;
do
{
HiddenLayerParams param = this.hidden[i];
this.hiddenCounts[i]++;
// is this hidden layer still within the range?
if (this.hiddenCounts[i] <= param.Max)
{
return(true);
}
// increase the next layer if we've maxed out this one
this.hiddenCounts[i] = param.Min;
i++;
} while (i < this.hiddenCounts.Length);
// can't increase anymore, we're done!
return(false);
}
/**
* Add a hidden layer's min and max. Call this once per hidden layer.
* Specify a zero min if it is possible to remove this hidden layer.
*
* @param min
* The minimum number of neurons for this layer.
* @param max
* The maximum number of neurons for this layer.
*/
public void AddHiddenLayer(int min, int max)
{
HiddenLayerParams param = new HiddenLayerParams(min, max);
this.hidden.Add(param);
}
/**
* Add a hidden layer's min and max. Call this once per hidden layer.
* Specify a zero min if it is possible to remove this hidden layer.
*
* @param min
* The minimum number of neurons for this layer.
* @param max
* The maximum number of neurons for this layer.
*/
public void AddHiddenLayer(int min, int max)
{
HiddenLayerParams param = new HiddenLayerParams(min, max);
this.hidden.Add(param);
}
