I have the following C# code to do a Gaussian function curve fitting. I am having out-of-memory issue when MathNet.Numerics.Optimization.MaximumIterationsException is raised.
How does Fit.Curve consume memory as it iterates up to maxIterations = 1000? what happens to those memory when MaximumIterationsException is raised. Does the calling code need to do some kind of garbage collection?
//Define gaussian function var gaussian = new Func<double, double, double, double, double>((amplitude, mean, stddev, x) => amplitude * Math.Exp(-0.5 * Math.Pow((x - mean), 2) / Math.Pow(stddev, 2))); var (finalAmplitude, finalMean, finalStdDev) = Fit.Curve(xs, ys, gaussian, initialAmplitude, initialMean, initialStdDev);