With the further development of automated driving the functional performance increases
resulting in the need for new and comprehensive testing concepts. This doctoral work aims to
enable the transition from quantitative mileage to qualitative test coverage by aggregating the
results of both knowledge-based and data-driven test platforms. The validity of the test domain
can be extended cost-effectively throughout the software development process to achieve
meaningful test termination criteria.