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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 techniques in a variety of practical applications. The book contains many recent advances in model order reduction, and presents several open problems for which techniques are still in development. It will serve as a source of inspiration for its readers, who will discover that model order reduction is a very exciting and lively field. High-quality book on industrial mathematics by one of the major research consortia in this field
INDICE: From the contents 1. Introduction to Model Order Reduction.- 2. Linear systems, Eigenvalues, and Projection.- 3. Structure-Preserving Model Order Reduction of RCL Circuit Equations.- 4. A Unified Krylov Projection Framework for Structure-Preserving Model Reduction.- 5. Model Reduction via Proper Orthogonal Decomposition.- 6. PMTBR: A family of approximate principal-components-like reduction algorithms.- 7. A Survey on Model Reduction of Coupled Systems.- 8. Space Mapping and Defect Correction.- 9. Modal Approximation and Computation of Dominant Poles.- 10. Some Preconditioning Techniques for Saddle Point Problems.- 11. Time Variant Balancing and Nonlinear Balanced Realizations.- 12. Singular value analysis and balanced realizations for nonlinear systems.- 13. Matrix Functions.- 14. Model Reduction of Interconnected Systems.- 15. Quadratic Inverse Eigenvalue Problem and Its Applications to Model Updating - An Overview.- 16. Data-driven Model Order Reduction using Orthonormal Vector Fitting.
Numerical Analysis; Systems Theory, Control; Scientific Computing. Mathematicians and engineers involved in the mathematical modelling of industrial products and processes
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