Start Alternate input output matrix updating formulations

Alternate input output matrix updating formulations

Instead, Marten's recommends a Levenberg-Marquardt style heuristic (named after the heuristics used in the Levenberg-Marquardt algorithm, which uses a similar damping parameter).