For some simple control sytems, controllers are found which minimize integral-square-error- and similar performance criteria, subject to a constraint on control signal magnitude. The method used is that of setting up and solving Bellman's partial differential equation of continuous dynamic programming. Dimensional methods are used in the solution of Bellman's equation. The techniques are close to those of Wonham (1963), which are discussed and clarified.