public static void Main(string[] args)
{
ITunableParameterService parameters = TunableParameterService.Instance;
int numInputs = parameters.NumberOfInputs;
int numOutputs = parameters.NumberOfOutputs;
NetworkType type = parameters.NeuralNetworkType;
int numHiddenLayers = parameters.NumberOfHiddenLayers;
int neuronsPerHiddenLayer = parameters.NumberOfNodesPerHiddenLayer;
FunctionApproximator approximator = new FunctionApproximator();
NeuralNetwork network;
if (type == NetworkType.MLP) {
network = new MultiLayerPerceptron(numInputs, numOutputs, numHiddenLayers, neuronsPerHiddenLayer);
}
else {
network = new RadialBasisFunctionNetwork(numInputs, numOutputs);
}
approximator.ApproximateFunction(network);
}
