Algebraic and geometric representations of the general design problem are presented. Quantitative measures of functional coupling in design are developed from this representation which provide valuable insight into the significance of the independence axiom of design. These theoretical measures are applied to Reaction Injection Molding machinery to illustrate the concept of functional independence and the application of quantitative measures of functional coupling.