High Quality Content by WIKIPEDIA articles! The Gauss–Newton algorithm is a method used to solve non-linear least squares problems. It can be seen as a modification of Newton`s method for finding a minimum of a function. Unlike Newton`s method, the Gauss–Newton algorithm can only be used to minimize a sum of squared function values, but it has the advantage that second derivatives, which can be challenging to compute, are not required.