We propose some automatic techniques for unconstrained optimization with the objective function given by some computer program. We show that the Newton step can be calculated in O(m2) operations where m is the number of stages in the function evaluation program. We also show that methods developed in Coleman and Liao [1] and Liao [8] for unconstrained discrete-time optimal control problems can be modified to handle general cases.