Concept
this method is combination of Gauss Newton Method and Steepest Descent Method:
solve
for where is from Steepest Descent Method.
Cost
When as iterating, this method behaved like Gauss Newton Method(quadratic convergence rate), otherwise it behaved like Steepest Descent Method(linear convergence rate).