Model Order Reduction : Theory, Research Aspects and Applications

The goal of this book is three-fold: it describes the basics of model order reduction and related aspects. In numerical linear algebra, it covers both general and more specialized model order reduction techniques for linear and nonlinear systems, and it discusses the use of model order reduction tec...

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Bibliografische gegevens
Hoofdauteur: Schilders, Wilhelmus H. A. (Publishing director)
Andere auteurs: Van der Vorst, Henk A., 1944- (Publishing director), Rommes, Joost (Publishing director)
Formaat: Livre numérique
Taal:Anglais
Gepubliceerd in: Berlin, Heidelberg : Springer Berlin Heidelberg 2008.
Cham : Springer Nature
Reeks:The European Consortium for Mathematics in Industry 13
Onderwerpen:
Online toegang:Accès sur la plateforme de l'éditeur
Accès sur la plateforme Istex
Accès Université d'Orléans
Accès INSA CVL
Opmerking: Archives Springer e-books (Licence nationale)
Archives Springer e-books (Licence nationale)
Autres localisations: Voir dans le Sudoc
Edition sous un autre format:• Model Order Reduction: Theory, Research Aspects and Applications, Texte imprimé, 9783540871491
• Model order reduction, theory, research aspects and applications, Wilhelmus H.A. Schilders, Henk A. van der Vorst, Joost Rommes, editors, 2008, Berlin, Springer, 1 vol. (XI-471 p.), Mathematics in industry, 978-3-540-78840-9
• Model Order Reduction: Theory, Research Aspects and Applications, Texte imprimé, 9783642427732
Inhoudsopgave:
  • Basic Concepts
  • to Model Order Reduction
  • Linear Systems, Eigenvalues, and Projection
  • Theory
  • Structure-Preserving Model Order Reduction of RCL Circuit Equations
  • A Unified Krylov Projection Framework for Structure-Preserving Model Reduction
  • Model Reduction via Proper Orthogonal Decomposition
  • PMTBR: A Family of Approximate Principal-components-like Reduction Algorithms
  • A Survey on Model Reduction of Coupled Systems
  • Space Mapping and Defect Correction
  • Modal Approximation and Computation of Dominant Poles
  • Some Preconditioning Techniques for Saddle Point Problems
  • Time Variant Balancing and Nonlinear Balanced Realizations
  • Singular Value Analysis and Balanced Realizations for Nonlinear Systems
  • Research Aspects and Applications
  • Matrix Functions
  • Model Reduction of Interconnected Systems
  • Quadratic Inverse Eigenvalue Problem and Its Applications to Model Updating An Overview
  • Data-Driven Model Order Reduction Using Orthonormal Vector Fitting
  • Model-Order Reduction of High-Speed Interconnects Using Integrated Congruence Transform
  • Model Order Reduction for MEMS: Methodology and Computational Environment for Electro-Thermal Models
  • Model Order Reduction of Large RC Circuits
  • Reduced Order Models of On-Chip Passive Components and Interconnects, Workbench and Test Structures.