for x^+(1/n), fitting optimal initial guess is 0.0436864*n - 0.0294222 for x^-(1/n), fitting optimal initial guess is 0.0439341*n + 0.0505897 for x^-(1/n), the Lagny iterate is: x = x + f/f'(1 - 0.5 * f/f' * f''/f') and the Newton iterate is: x = x + f/f' f = (x^-n - a) f' = -n*x^-(n+1) f'' = n*(n+1)*x^-(n+2) from this: f/f' = x^(n+1)*(x^-n - a)*(1/n) = x*(1 - x^n*a)*(1/n) f''/f' = n*(n+1)*x^-(n+2)*x^(n+1)*(1/n) = (n+1)*x^-1 let r = (1 - x^n*a) so we get: x = x + x*r/n and x = x + x*r/n*(1 - (n+1)*r/n) = x + x*r/n*(1 - r - r/n)