The paper shows how the design of feedback controllers for nonlinear systems such as a doubleinverted pendulum may be formulated as an optimisation problem with infinite dimensional constraints. A double-inverted pendulum is successfully stabilised at the upright position using a CAD package based on such an optimisation algorithm.