„… , Shyy W, Haftka R (2007) Surrogate model-based optimization framework. A case study in aerospace design …” „… optimization where a high number of experiments of simulations is necessary [5]. In order to reduce the time …” „… decision whether to use the surrogate model as a regression formula or for an optimization of the …”

„… wear debris in the oil analysis. Firstly, this work aimed at the optimization of the vibration …” „… local weighted least squares method, while the latter is a model-based approach. The method applied in …”

„… Produktionsoptimierung als Bestandteil der Fertigungs- beziehungsweise Montagesystemplanung. Self-optimization methods …” „… and deduction of optimization potential. Subject matter of this article is the definition of …” „… self-optimization in the context of manufacturing systems, the classification of existing production optimization …”

„… monitoring and failure diagnosis. However, the implementation of a model-based approach requires detailed …” „… efficiency (OEE), the reduction of waste and the optimization of quality are key factors for a profitable …” „… , model-based, statistics-based, data-driven and combined or hybrid prognostic approaches. The choice of the …”

„… software-definierten Systemen DevOps as an Enabler of Continuous Optimization and automated Update Analysis in …” „… of an AI-based analysis and optimization platform is proposed, by means of which the system can be …” „… analysis and optimization. The concept offers the potential to improve the availability and quality of …”

„… [9]. The algorithm is a model-based method defin-ing each cluster by a Markov random field (MRF) that …” „… so-called Toeplitz inverse covari-ance-based clustering problem, which is an optimization problem [9] 𝑎𝑟𝑔 …” „… The optimization problem (Equation (2)) is solved by using a variation of the expectation maximization …”

„… ) [13] Franke, R., et al.: Model-based online applications in the ABB Dynamic Optimization framework …”

„… [6] etc. 3. Better Algorithms: e.g. activation functions like ReLU [7], optimization schemes etc. 4 …” „… improvement over classical state estimation techniques using model-based and/or kinematic-based observers [21 …” „… by applying the grid search optimization technique [44]. VDI-Berichte Nr. 2356, 2019250 For example …”