This work discusses an approach, rst-order approximation andmodelmanagement optimization (AMMO), for solving design optimization problems that involve computationally expensive simulations. AMMO maximizes the use of lower- delity, cheaper models in iterative procedures with occasional, but systematic, recourse to higher delity, more expensive models for monitoring the progress of design opt...