public ApproxPolynom(List <WeightPointD> Points, int Power, ApproxFunc Func)
{
points = Points;
power = Power;
approxFunc = Func;
Build();
}
private static void initApproxFunc()
{
//approximationFunc = ((x) => { return x; });
//minRange = 0;
//maxRange = 480f;
//minFunc = 0;
//maxFunc = 480;
//hiddenLayerSize = 10;
//learningRate = 0.001f;
//momentum = 0.01f;
//learning_rate_decay = 10; // Epochs
//approximationFunc = ((x) => { return (float)Math.Pow(x, 3) - 2 * x; });
//minRange = 0;
//maxRange = 5.0f;
//minFunc = -5;
//maxFunc = 125;
//hiddenLayerSize = 22;
//learningRate = 0.01f;
//momentum = 0.01f;
//learning_rate_decay = 12; // Epochs
approximationFunc = ((x) => { return((float)Math.Sin(x)); });
minRange = 0;
maxRange = (float)Math.PI * 2.0f;
minFunc = -1;
maxFunc = 1;
hiddenLayerSize = 22;
learningRate = 0.01f;
momentum = 0.01f;
learning_rate_decay = 10; // Epochs
}
