Exercise Solution 2.18

The Jacobian of f is given by


We can solve this problem by valuing each of the four derivatives—analytically or using finite differences—individually. Solutions are:

  1. The analytic solution is



  2. The central approximation matches the analytic solution to the number of decimal places indicated.


  3. The forward approximation is not as good: