VectorCAST: AI, ML and "Classic" Control System...
Andreas Graf (itemis), Boris Holzer (itemis), Ingo Nickles (Vector), Winfried Schröder (Vector)
VectorCAST: AI, ML and "Classic" Control Systems - Traceability and Testing for Combined Systems
In the design and implementation of modern autonomous systems, machine learning and "classical" control systems are often combined to achieve the required functionality.
This poses new challenges to validation and verification. Traceability must be supported for the ML aspects as well as it is supported for classical software engineering. Creating a modular combination supports the testing of the functions with well establish methods and tools.