Higher-Order Corrections to Optimisers based on Newton's Method

S. J. Brooks

The Newton, Gauss--Newton and Levenberg--Marquardt methods all use the first derivative of a vector function (the Jacobian) to minimise its sum of squares. When the Jacobian matrix…