The project aims at the development of an efficient numerical framework for dynamic scheduling of a small fleet of vertical take-off and landing vehicles (VTOLs). The goal is to couple scheduling problems and dynamic path planning in a bi-level optimization approach. Applications arise at busy terminals, during long-term observation missions, or in logistics and transportation.