This paper demonstrates the application of a nonlinear programming technique for the calculation of the optimal control of a nuclear reactor with explicit inequality constraints applied to the controlled input. Accurate numerical solution of the reactor dynamics is emphasized and a number of numerical examples are presented which illustrate the general utility of the optimal control procedure.