The paper considers the problem of optimal robust design in the presence of input parameters with epistemic uncertainty, which is modeled as uncertain variables in the theory of uncertainty Liu. The models of optimal robust design for solving these problems are presented. The application of models is demonstrated on the problem of optimal robust design of the propulsion parameters for maneuverable.