Datenbasierte Modellierung und Optimierung
Applications: Identification of dynamic nonlinear systems, optimal control, optimization of complex systems, predictive control Textbook Nelles: Nonlinear System Identification, Springer Verlag Examinations [...] of the module in the EWS Course content Data-based modelling, regression, neural networks, fuzzy systems, instance-based methods, supervised learning Optimization: gradient methods, Newton method, linear …