„… validated using exemplary design calculations. The effect of varying constraints on the optimization result …” „… conception for sports cars in early stages of development Simulation-based design using modern …” „… optimization algorithms M. Sc. Philip Mall, Dr.-Ing. Arne Krüger, Dr.-Ing. h.c. F. Porsche AG, Weissach …”

„… variantenreich, demzufolge auch die eingesetzten Kupplungen. Robustheit, hohe Drehmomentübertragbarkeit und …” „… design, 15th CTI Symposium, Berlin 2016 [5] Welter, R.; Kneißler, M.; Hausner, M.; Honselmann, S …” „… , Berlin 2014 [6] Faust, H.: Optimization of Drive Trains with Cylinder Deactivation for 3-, 5- and 6 …”

„… . 487 – 516. [CZS05] Cervellera, P.; Zhou, M.; Schramm, U.: Optimization Driven Design of Shell …” „… Wing Structural Design Optimization with Continuity Constraints. 42nd AIAA/ASME/ASCE/AHS/ASC …” „… ] Yancey, R. N.; Dias, W.: Optimization Driven Design of a Composite Underbelly Fairing with HyperWorks …”

„… directly for shape optimization since the design variables are automatically generated from the discrete …” „… optimization problem is formulated. The mapping between the geometry and design control space is constructed …” „… constraints were enforced for a node-based shape optimization method. Minimal thickness control for robust …”

„… ermöglicht. Abstract Computational methods such as topology optimization generate automatically …” „… optimized lightweight concepts-designs of mechanical components. The feasibility of the concepts …” „… constraints, modern topology optimization methods already comply with substantial strength constraints as well …”

„… M., Wartzack S.: Robust optimization of continuously reinforced composites in the motorcycle …” „… Simulation in der frühen Konzeptphase sind geeignete parametrische Tools, die auf Basis grober Design- und …” „… möglich, wobei die Designmerkmale erhalten bleiben können und somit eine Design-Technik Konvergenz …”

„… geometrical features of a spot weld. In addition, an industrially suited fracture criterion, i.e. robust and …” „… be simple and robust, without a long-term characterization and with low computational costs is …” „… plasticity model parameters of the fusion zone are obtained from an inverse FEM optimization procedure …”

„… leadership, high development speed and robust processes are essential for achieving the goals. The focus is …” „… design. The fields of action can be summarized in five key statements: ‐ Scalable architecture: The …” „… consistent process-supported development in concept design, implementation, documentation and validation …”

„… locations and types of sensors and speakers used, computer aided design (CAD) tools play an important role …” „… in vehicle development. Instead of a tedious trial and error optimization process, a CAD tool can …” „… objectives are to provide automotive designers with: 1. Rich libraries of sensors and loudspeakers. 2 …”

„… truly integrate across all in-vehicle domains. A primary vehicle operating system, robust and flexible …” „… . This enables cost optimization, e.g., through consolidation of software and reduction of wiring …” „… well as robust and flexible enough to cover major systems throughout the vehicle. What is needed to …”

„… masse. However, CMI goes well beyond EV routing optimization and intelligent charging problems. It …” „… services and component health, to vehicle dynamics and drivetrain optimization. With inadequate charging …” „… optimization with over-the-air (OTA) optimized control in a horizontally scaled, secure, faulttolerant AI cloud …”

„… available vehicle sensors, even if the AD car is outside of its Operational Design Domain (ODD). This paper …” „… estimation. The design choices are driven by the types of sensors available on the vehicle and what accuracy …” „… design domain (ODD), hence the performance can also vary. Nevertheless, the most reliable way to extract …”

„… estimation using forward finite differentiation (as in (4.11)) for all design variables. The optimization …” „… samples is required in case of the Linear Regression with sII4thi . The SVR optimization result is robust …” „… with NG > 1 can achieve a more robust optimization against normally distributed random noise in the …”

„… design optimization of structures, machines and materials, pages 3–12. Springer, 2006. [4] Allaire, G …” „… design sensitivity analysis in structural optimization. AIAA journal, 17(9):970–974, 1979. [7] Auger, A …” „… optimization of the robustness and evolvability of design solutions. Diploma thesis, Technische Universität …”

„… topology optimization, typically, the partial derivative of a function with respect to a design variable is …” „… , with respect to the design variables. When topology optimization problems are analyzed based on adjoint …” „… update is an optimization step, which provides a new vector of design variables ρ(k+1) based on the …”

„… optimization are illustrated in Fig. 2.1. Sizing optimization refers to optimization of design parameters on a …” „… . In shape optimization, the design variables describe the form and location of the boundary of a …” „… structure. Sizing and shape optimization are commonly applied relatively late in the design process, when a …”