Previous lessons introduced Adol-C.
This package can be used to augment a C++ function, 
,
so the derivative, 
, can be computed at a point, x.
The advantage of Adol-C is that error-prone coding of the derivative of a
function can be avoided.
Further there are instances when the derivative is not known in closed
form.