Reduced-Order Modeling (ROM) for Simulation and Optimization

Powerful Algorithms as Key Enablers for Scientific Computing

Winfried Keiper, Anja Milde, Stefan Volkwein (Herausgeber)

Buch | Hardcover

IX, 179 Seiten

2018 | 1st ed. 2018
Springer International Publishing (Verlag)
978-3-319-75318-8 (ISBN)

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This edited monograph collects research contributions and addresses the advancement of efficient numerical procedures in the area of model order reduction (MOR) for simulation, optimization and control. The topical scope includes, but is not limited to, new out-of-the-box algorithmic solutions for scientific computing, e.g. reduced basis methods for industrial problems and MOR approaches for electrochemical processes. The target audience comprises research experts and practitioners in the field of simulation, optimization and control, but the book may also be beneficial for graduate students alike.

Greedy Kernel Approximation for Sparse Surrogate Modelling.- Set-Oriented Multiobjective Optimal Control ofPDEs using Proper Orthogonal Decomposition.- A Direct Index 1 DAE Model of Gas Networks.- Model Order Reduction for Rotating Electrical Machines.- Morembs - a Model Order Reduction Package for Elastic Multibody Systems and Beyond.- An Iterative Model Reduction Scheme for Quadratic-Bilinear Descriptor Systems with an Application to Navier-Stokes Equations.- Sequential Reduced Order Modeling for Time-Dependent Optimization Problems with Initial Value Controls.

Erscheinungsdatum	30.04.2018
Zusatzinfo	IX, 179 p. 60 illus., 47 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	456 g
Themenwelt	Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
Themenwelt	Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik
Schlagworte	Algorithms for scientific computing • applications in industry • Model order reduction • Model order reduction for electrochemistry • Model Reduction • MOR for optimization • Optimization and Control • Scientific Computing
ISBN-10	3-319-75318-5 / 3319753185
ISBN-13	978-3-319-75318-8 / 9783319753188
Zustand	Neuware