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VDI Wissensforum GmbH (Hrsg.)

Automation 2020

Reihe: VDI-Berichte

Band 2375 2020

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S. Wolf, B. Böhm, B. Caesar, A. Fay Erstellung eines Domänenmodells zur Beschreibung von Fähigkeiten fertigungstechnischer Anlagen für die auftragsgesteuerte Produktion S. 531-548

„… klassenabhängige Definitionen von spezifischen Constraints/Beschränkungen [19]. Ein weiterer wichtiger Aspekt für …” „… ausgewählt werden können oder falsche Alternativen, die durch die Formulierung der Constraints immer …” „… Abhängigkeiten zwischen einzelnen Features zu formulieren, müssen vom Nutzer sogenannte Cross-Tree-Constraints …”

C. Huang, S. Seidel, F. Alberto Velarde Gonzales, D. Mayer Kostenoptimale Steuerung eines multivalenten Gebäudeenergiesystems mittels modellprädiktivem Ansatz und Reinforcement Learning S. 43-58

„… Nebenbedingungen werden in der Literatur häufig mittels Constraintprogrammierung (engl. Constraint programming …” „… Constraintprogrammierung wird mithilfe einer Reihe von deklarativ formulierten Nebenbedingungen (Constraints) die Lösungen …” „… eines zugehörigen Problems ermittelt. Die Nebenbedingungen laut Tabelle 1 sind boolesche Constraints …”

B. Böhm, J. Vollmar, S. Unverdorben, A. Calà, S. Wolf Ganzheitlicher modellbasierter Entwurf von Systemarchitekturen für industrielle Anlagen S. 887-898

„… requirements and constraints on the system, the stakeholders’ tasks and interests shall be identified and …” „… applies also for adaptable and flexible factories. 6. Requirements, qualities, and constraints: Within …” „… this method step, the requirements, qualities, and constraints are elicited for the system. They are …”

M.-S. Schäfer, J. Wahrburg, H. Roth Zustandsschätzung von Längszügen in einem Fertigwalzblock eines Warmwalzprozesses für Stabstahl mittels nichtlinearer Optimierung – Quasi-stationäre Optimierung im Warmwalzprozess S. 145-156

„… Begrenzungen , und möglichen Nebenbedingungen , (engl. equality constraints). Die Entscheidungsvariablen in …”

doi.org/10.51202/9783181023754

Bastian Wandt - Human Pose Estimation from Monocular Images

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Bastian Wandt

Human Pose Estimation from Monocular Images

Reihe: Informatik/ Kommunikation

Band 869 2020

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Related Work S. 17-21

„… or rank constraints were used by Torresani et al. [85–87] to avoid the troublesome step of non-rigid …” „… proposed to employ constraints on the basis shapes to resolve the ambiguity. Later, Akhter et al. [2 …” „… ] showed that these basis constraints are still not sufficient to resolve the ambiguity. They exploit the …”

Exploiting Temporal Properties S. 40-79

„… , several natural constraints are given by human poses (e. g. the 3D position of the elbow defines the …” „… formulating these constraints as an optimization problem is the main contribution of this chapter. The …” „… following chapter proposes two methods to integrate temporal constraints into a factorization approach that …”

Introduction S. 1-16

„… considered, temporal constraints are no longer possible. Instead, the only knowledge about the scene is the …” „… that can be used to derive meaningful constraints for the solution space. Most recent approaches either …” „… constraints. For this reason, physically grounded assumptions are made on smooth motions, bone lengths …”

Titelei/Inhaltsverzeichnis S. I-XIV

„… that covers nonlinearities and anthropometric constraints. Bibliographische Information der Deutschen …” „… . . . . . . . . . . . . . . . . . . . . . . . . . . . . 36 4 exploiting temporal properties 40 4.1 Periodic and Non-periodic Constraints …” „… . . . . . . . . . . . . . . . 67 4.2.3 Trace Norm Constraint . . . . . . . . . . . . . . . 68 4.2.4 Camera …”

Conclusions S. 97-100

„… the training dataset. periodic and non-periodic constraints The approach presented in Section 4.1 …” „… propose to learn the pose basis in advance from training data which gives strong constraints for possible …”

Fundamentals S. 22-39

„… for the highest variance under the constraint that it is orthogonal to the previous PC’s. In [88] it …” „… . 3.2.3.2 Discriminator Networks as Subspace Constraint Figure 3.6: Structure of a GAN. The training process …” „… constraints for R̃, i. e. RRT = I2. (3.33) The extension to NRSfM by Bregler et al. [10] follows a similar …”

Single Image Reconstruction Using Adversarial Training S. 80-96

„… builds upon the findings of Section 4.1 that a learned space of human poses gives reasonable constraints …” „… learning meaningful anthropometric constraints. Comparable recent approaches are able to infer 3D human …” „… . Additionally, to further enforce kinematic constraints we propose to employ an easy to calculate and implement …”

Bibliography S. 101-116

„… J. Alexander, and Christoph Bregler. “Tracking and Modeling Non-Rigid Objects with Rank Constraints …”

doi.org/10.51202/9783186869104

Sun Danfeng - Distributed Edge Intelligence Enabled Wireless Communication Systems Serving Industrial Applications

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Sun Danfeng

Distributed Edge Intelligence Enabled Wireless Communication Systems Serving Industrial Applications

Reihe: Mess-, Steuerungs- und Regelungstechnik

Band 1278 2022

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Spectral Efficiency Optimization S. 47-69

„… Convolutional Neural NetworkAlgorithm 1 Iteration for ConstraintsP̂k,i = Pk,ifor 0 to Nd doP̂k,i =P̂k,i(1 …” „… the ith layer are denoted as Nr and Lir. The three sub-networks are used to complywith the constraint …” „… neural network.From the above process, the constraint C1 can be met, and in general, C2 can be …”

Related Work S. 6-23

„… constraints,and the FNN has the problem of unfair power allocation. Hence, Sun et al. [174] proposed …” „… difficult to be met particularly considering the resource constraint of industrial devices.Khalifa et al …” „… and reliability as constraints and to improveother indicators. For instance, Zhang et al. [125 …”

Distributed Edge Intelligence for Dependability Assessment and Spectral Efficiency Optimization S. 70-82

„… DEI supports maximizing the performanceof neural networks under relevant constraints. Fig. 5.2 shows …” „… prediction model. Note that the constraints can addother ones, such as communication cost and energy …” „… constraints. According tothe target, the fitness function for the above-mentioned heuristic algorithms can be …”

Titelei/Inhaltsverzeichnis S. I-XII

„… of the constraints of total power andinterference threshold. To avoid unfair power allocation and …”

Dependability Assessment S. 24-46

„… constraint which is used in the encoder part to get T1.The original LSTM becomes:it …” „… with Non-negative Constraint as:{ci = f+(xi),hi = g+(xi).(3.17)To distinguish LSTM cell calculation in …”

doi.org/10.51202/9783186278081

VDI Wissensforum GmbH - ELIV-MarketPlace 2022

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VDI Wissensforum GmbH (Hrsg.)

ELIV-MarketPlace 2022

Reihe: VDI-Berichte

Band 2405 2022

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T. Zipper Wireless Services in Next Generation E/E Architectures S. 181-188

„… ConstraintsAlways-on CellularRoof position (GNSS, 5G mmWave)E-Call independent from other ECUsVarious BLE use cases BLE …” „… AntennasExample ConstraintsV2X 360° Coverage / one chipsetGNSS RTK/PPP with connectivityFM Diversity / two …” „… , BLEUWBUWB, BLEUWBUWBUWBCellularSIM-1WiFiBLEExample ConstraintsNovel Itemse.g. Child Presence WLAN, UWB UWB …”

S. Alexander Real-time, Context-aware E-Mobility Services to Optimize Commercial Transportation Ecosystem – Optimized Battery Electric Fleet Operations: Maximize utilization, Minimize electricity costs, Simplify o... S. 381-394

„… clusterMulti-objective optimizations with context-sensitive constraintsVDI-Berichte Nr. 2405, 2022 389| 13Model-based AI …” „… EngineLarge scale (millions variables/constraints)High accuracy with low latencyMulti-objective …”

G. Seidel, T. Smits, J. Lützner Supplier‘s Perspective of the Truck Architecture Transformation S. 349-358

„… PublicTargetsCollect painpoints & targetsDefine objectives and constraintsDefine success factors & KPIsCollaborative …”

S. Poledna, L. Antonia Zaza Bringing together major stakeholders to shape the future of autonomous operation. Can this also be done for the offhighway industry? S. 447-460

„… Autonomous operation in off-highway16APPLICATION CONSTRAINTS• Harsh environment• Constantly mutable operation …”

K. Talits Automatic Camera-based Road Defect Detection with Neural Networks S. 305-314

„… PerformanceModel in compliance with runtime or precision constraints can be individually createdTools YOLOv5speed …”

doi.org/10.51202/9783181024058

Daniel Marolt - SWARM: A Novel Methodology for Integrated Circuit Layout Automation Based on Principles of Self-organization

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Daniel Marolt

SWARM: A Novel Methodology for Integrated Circuit Layout Automation Based on Principles of Self-organization

Reihe: Rechnerunterstützte Verfahren

Band 475 2020

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Clarification of the Task S. 1-3

„… intricate design constraints that need to be taken into account to obtain the desired functionality. While …” „… some design constraints can be concisely expressed through formalized constraint representations, many …” „… capable of considering formally expressed design constraints explicitly. In contrast, the latter 1 1 …”

Vocabulary S. 225-230

„… orientation of a design component (p. 46) h height of an object (p. 83) H hard constraint (strict confinement …” „… ) imposed on a set of constraint members (p. 73) H set of hard constraints imposed on a set of constraint …” „… constraint members (set of components on which a certain constraint is imposed) (p. 73) n general counter (p …”

The Methodology: Self-organized Wiring and Arrangement of Responsive Modules S. 29-165

„… consideration of design constraints. 3.1 Overview of the SWARM Methodology As will be outlined in Section 3.1.1 …” „… Beha vior stim ulates try to sa tis fy Parameters Constraints fed to fed to considering Implicit …” „… Constraints pursuing Individual Goals stim ulates try to sa tis fy bo tto m -u p top-down 1 3 2 1 3 24 4 …”

Implementation and Results S. 166-213

„… aspects into SWARM, e.g., via dedicated design constraints, may be subject to future works. Another common …” „… worked into the so-called Constraint-Administered PCell-Applying Blocklevel Layout Engine (CAPABLE …” „… level of abstraction. CAPABLE is constraint-administered insofar as it provides a special constraint …”

Summary and Outlook S. 220-224

„… involves many diverse and concurrent functional constraints (design restrictions and optimization goals …” „… ) that need to be considered simultaneously. Until today, thorough constraint consideration can only be …” „… implicit consideration of constraints, respectively. Since both is required to solve the analog layout …”

Towards a Holistic Design Flow on Module Level S. 214-219

„… , where constraint-compliant layout outcomes emerge from the self-organization of interacting modules …” „… nonformalized expert knowledge into account –via explicit and implicit constraint consideration– is reflected in …” „… resulting layout quality (i.e., not having to specify every single detail through formal constraints). To …”

References S. 231-250

„… Topological Placement with Symmetry Constraints”, Analog Layout Synthesis – A Survey of Topological Approaches …” „… . 245 References – Bibliography [190] Cadence Design Systems, Inc., “Virtuoso Unified Custom Constraints …” „… User Guide, Chapter 1: The Constraint Manager Assistant”, Virtuoso Layout Suite, Aug. 2015, Product …”

An Interdisciplinary Approach – Preliminary Considerations S. 4-28

„… consider all design constraints explicitly, leads to the quality gap shown in Figure 3.18 (page 61 of [1 …” „… mutually so perturbing and the design constraints so heavily entwined, that it is not generally possible to …” „… constraint-compliant) layout result. Research on the principles of self-organization is still rather juvenile, but many …”

Titelei/Inhaltsverzeichnis S. I-VIII

„… Circuits – Analog Layout – Floorplanning – Placement – Routing – Constraints – Electronic Design …”

doi.org/10.51202/9783186475206

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