„… scenario is translated into a multi-objective optimization in a multibody simulation environment with all …” „… multi-objective problems having a large number of design variables and constraints, efficient optimization …” „… Gear design optimization for multi-mesh and multi-power flow transmissions under a broad torque …”

„… dynamics model. A multi-objective optimization model including several structural parameters is established …” „… . 2 Parameter Optimization 2.1 multi objective optimization Coupling mechanismMechanical …” „… P P P P P P P P         (2) In multi-objective optimization problems, there are often …”

„… idealized model shown in Fig. 6 offers the possibility for large scale multi-parameter optimizations of …” „… . 2. Conventional Gearbox Optimization Depending on the complexity of physical phenomena under …” „… nonlinear behavior of the gear units is essential for reliable systematic optimizations. A bottom-up V&V …”

„… algorithms [13]. Liu et al. demonstrates a multi-class fault diagnosis method for unbalanced data sets on …” „… order to make an objective evaluation of the synthetic data, the GAN is not trained on all existing real …” „… optimization and optimization of the training duration of the networks. It has been shown that data …”

„… . By combining the high-revving drive with a multi-speed gearbox, the motor can be used more …” „… low torque. Further reduction of weight and power consumption can be achieved by optimization of the …” „… the 3D-printed gear. [6] Research objective and test setup The aim of this investigation is to …”

„… formulation allows for multi-objective evaluation of the optimization problem. RNFA is implemented in the …” „… . Criteria that can serve as objective functions are summarized in Appendix E. 78 5.2 Multi-stage network …” „… newly introduced multi-stage evaluation procedure. 5.3.1 Optimization based evaluation strategy …”

„… value chains (Marquardt et al., 2010, Victoria Villeda et al., 2012). 1.1 The multi-dimensional context …” „… Victoria Villeda et al. (2012)) 2 1.1 The multi-dimensional context of sustainable biofuels such as straw …” „… because trade-offs between product performance and production effort cannot be established in an objective …”

„… networks. A multi-stage approach of combinatorial and optimization-based methods is proposed to assess not …” „… evaluation – Optimization-based analysis – Elementary mode analysis – Network topology analysis The present …” „… decomposed into elementary nodes, non-further decomposable sequences of reactions. Optimization …”

„… objective function, such that the optimization problem results in min α {TAC} s.t. N = α ·Nm Nm = γmole · nm …” „… approximately 100% with a selectivity of 98% (Ma and Hanna, 1999). FAME production leads to a multi …” „… Subsequently, the generated network is evaluated using the proposed multi-stage evaluation strategy. The …”

„… possible to use single or multi objective optimization and response constraints can be turned on and off …” „… formulated as a single or multi-objective optimization problem. Fig. 16 shows an example of global …” „… E-Motor Design using Multi-Physics Optimization Sven Luthardt, Dr. Ing. h.c. F. Porsche AG …”

„… bewerteten Submodellen Submodel based multi-level optimization Alexander F. Walser, Automotive …” „… takes place in nested loops (software: SML - submodel-based multi-level optimization). Level 1 is the …” „… optimization loop of the full system with all definitions of the design variables and the objective and …”

„… optimization is related to the highly non-convex objective and constraint functions that emerge due to the …” „… volumes is apparent. Finally, the optimization betterment of the compliance objective function for both …” „… comparison. VDI-Berichte Nr. 2333, 201890 Table 1: Summary of optimization results for the objective function …”

„… can also be integrated into the framework, e.g.: (Multi-objective) optimization Sensitivity …” „… from multi-objective optimization can be used as test algorithms to achieve the goal. The described …” „… , Novi, MI, USA, 2014 [5] Kalyanmoy Deb; Multi- Objective Optimization using evolutionary Algorithms …”

„… virtual environment. Advanced Multi-Sensory Motion Cueing Algorithm based on Nonlinear Model Predictive …” „… based Multi-Sensory Cueing Algorithm (MSCA), containing a model of a seated human body subjected to …” „… pre-processed (according to given application/performance objectives); 3) the vestibular/pressure model is used …”

„… virtual development of such complex multi-faceted hybrid mode transitions, and include driveability and …” „… (production & lifetime), and hybrid driveability optimization. VDI-Berichte Nr. 2333, 2018 239 References …” „… ., “Objective Evaluation of Vehicle Driveability”, SAE Technical Paper 980204, 1998, doi:10.4271/980204 …”

„… multi-material advanced high strength steel sheets Dr.-Ing. Daniel Dorribo, SEAT S.A., Martorell-Barcelona …” „… highest influence on the fracture response of a welded joint. The objective of the present work were: (1 …” „… objectives, a detailed spot weld model for the prediction of spot weld failure in joints in AHSS sheets is …”

„… of and the final drive gear ratio becomes a multi-objective optimization problem. At present, the …” „… methods to solve the multi-objective optimization problem mainly include conventional methods and …” „… transform the multi-objective optimization problem into a single objective optimization problem. Obviously …”

„… method for the multi-objective optimization of gear macro and microgeometry parameters in order to …” „… . Introduction The objective of this paper is to present a multi-objective robust optimization method that …” „… bending model 4. Optimization Problem The idea of this multi-objective optimization method is to …”

„… study was extended in Ref. [4] to a multi-objective optimization framework, attempting to maximize …” „… multi-objective optimization problem with their robust counterparts. In all of these studies, main focus of …” „… . [4] A. Artoni, M. Gabiccini, M. Guiggiani and A. Kahraman, «Multi-Objective Ease-Off Optimization …”

„… base of the scheme selecting, parameter matching and the power distribution and optimization. For …” „… optimization, the speed and the split power characteristics of the researched two-mode EVT is proposed first …” „… instantaneous power. Later, the engine will gradually achieve the desired objectives and increase an additional …”

„… optimal drive system configurations and energy management strategies through multi-objective optimization …” „… components. [24] Optimization A multi-objective optimization problem involves several objective functions …” „… can arise. Traditional optimization methods propose converting the original multi-objective …”

„… the optimization objectives, it is necessary to set a framework where all relevant aspects can be …” „… necessary due to the complexity of this multi-criteria optimization. Figure 10 shows an exemplary pareto …” „… multi-criteria optimization. The tool-based optimization process evaluates millions of possible solutions till …”

„… Electric Mobility Design From Powertrain Components to Vehicle Fleet Optimization Dr. Ir. T …” „… integrated design process from vehicle fleet optimization towards powertrain component design. It starts at …” „… optimization combined with the charging infrastructure [12] (See, Fig. 2). Fig. 2: Schematic diagram showing …”

„… . Depending on the optimization objective, however, different total gear ratios result. Since the internal …” „… vehicle by hybridization. The double inverter used for the multi-motor approach, together with two smaller …” „… effect, these multi-EM architectures enable operating strat-egies to distribute the required power for …”

„… factorial designed measured data. Sec-ond, by applying Subset Simulation, multi-failure regions can be …” „… level [1], in order to deter-mine major loss contributors for further efficiency optimization …” „… candidates in the area with high interest. Following these objectives, basic the-ories and general features …”

„… optimizations significantly increased the achieved gear quality to IT5-6 with a total helix deviation of up to …” „… 2 objectives of the European Green Deal and the growing economic influence of CO2 pricing, the …” „… workpiece. This could be minimized by optimiza-tion of the helix angle in the tool, but it did not …”

„… optimization opportunities beyond the current volume development of multi-mode hybrid transmissions. One …” „… prerequisite so that such product optimizations can be successfully implemented in the overall system with a …” „… vehicles, referred to as the "MultiMode Hybrid Transmission" (MMH), is currently under development at …”