Approximation of Large-Scale Dynamical Systems: Advances in Design and Control, cartea 6
Autor Athanasios C. Antoulasen Limba Engleză Paperback – 25 iun 2009
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Specificații
ISBN-13: 9780898716580
ISBN-10: 0898716586
Pagini: 510
Dimensiuni: 174 x 247 x 24 mm
Greutate: 0 kg
Editura: Society for Industrial and Applied Mathematics
Colecția Society for Industrial and Applied Mathematics
Seria Advances in Design and Control
Locul publicării:Philadelphia, United States
ISBN-10: 0898716586
Pagini: 510
Dimensiuni: 174 x 247 x 24 mm
Greutate: 0 kg
Editura: Society for Industrial and Applied Mathematics
Colecția Society for Industrial and Applied Mathematics
Seria Advances in Design and Control
Locul publicării:Philadelphia, United States
Cuprins
Preface; Part I. Introduction: 1. Introduction; 2. Motivating examples; Part II. Preliminaries: 3. Tools from matrix theory; 4. Linear dynamical systems, Part 1; 5. Linear dynamical systems, Part 2; 6. Sylvester and Lyapunov equations; Part III. SVD-based Approximation Methods: 7. Balancing and balanced approximations; 8. Hankel-norm approximation; 9. Special topics in SVD-based approximation methods; Part IV. Krylov-based Approximation Methods: 10. Eigenvalue computations; 11. Model reduction using Krylov methods; Part V. SVD-Krylov Methods and Case Studies: 12. SVD-Krylov methods; 13. Case studies; 14. Epilogue; 15. Problems; Bibliography; Index.
Recenzii
'… this book contains a wealth of useful information and is the most authoritative presentation of the approximation techniques for large-scale dynamical systems available at the moment. The book is highly recommended to graduate students and researchers in the fields of system and control theory, and numerical analysis.' Petko Petkov, Mathematical Reviews
Descriere
Approximation of Large-Scale Dynamical Systems provides a comprehensive picture of model reduction.