The Air Mobility Command, centered at Scott Airforce Base, undertakes a number of studies focused on the effective use of resources. This work requires running large simulations that capture the constraints of aircraft, airbases, fuel, loading, maintenance, personnel, and so on. The problems faced by the AMC analysis group represent some of the hardest resource management problems that we face in the lab.