A software package architecture for solving the optimization problems of aero- and hydrodynamics in distributed computing environments is considered. The package consists of the FlowVision system for solving the hydrodynamic direct problems, the IOSO system for searching an optimal, and the X-Com system for distributing the computing loads on the nodes of supercomputers.