Neuroscience, Machine Learning, Optimization, Google Summer Of Code, Python.
After estimating the parameters ‘x’, estimation of linear parameters ‘f ’ is a constrained linear least-squares estimation problem. Step 4 — Non-Linear Least Squares Estimation using Trust Region Method: Step 2 and step 3 give a reliable initial guess of both ‘x’ and ‘f ’ by applying Trust Region