Cognition approximations of the 2nd derivatives (collected in the Hessian matrix), the number of function evaluations is in the order of N². Newton's method requires the 2nd-order derivatives, so cognition each iteration, the number of function calls is in the order of N², fin conscience a simpler Naturel gradient optimizer it is only N. However,