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Introduction To Applied Linear Algebra

Vectors, Matrices, And Least Squares

Introduction To Applied Linear Algebra - Vandenberghe, Lieven (university Of California, Los Angeles); Boyd, Stephen (stanford University, California) - ISBN: 9781316518960
Prijs: € 45,70
Levertijd: 3 tot 4 werkdagen
Bindwijze: Boek, Gebonden
Genre: Civiele techniek
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Beschrijving

A groundbreaking introduction to vectors, matrices, and least squares for engineering applications, offering a wealth of practical examples.

Details

Titel: Introduction To Applied Linear Algebra
auteur: Vandenberghe, Lieven (university Of California, Los Angeles); Boyd, Stephen (stanford University, California)
Mediatype: Boek
Bindwijze: Gebonden
Taal: Engels
Aantal pagina's: 474
Uitgever: Cambridge University Press
Plaats van publicatie: 03
NUR: Civiele techniek
Afmetingen: 197 x 252 x 26
Gewicht: 1222 gr
ISBN/ISBN13: 9781316518960
Intern nummer: 41576057

Biografie (woord)

Lieven Vandenberghe is a Professor in the Electrical and Computer Engineering Department at the University of California, Los Angeles, with a joint appointment in the Department of Mathematics. He is the co-author, with Stephen Boyd, of Convex Optimization (Cambridge, 2004).

Quote

'Boyd and Vandenberghe present complex ideas with a beautiful simplicity, but beware! These are very powerful techniques! And so easy to use that your students and colleagues may abandon older methods. Caveat lector!' Robert Proctor, Stanford University, California

Inhoudsopgave

Part I. Vectors: 1. Vectors; 2. Linear functions; 3. Norm and distance; 4. Clustering; 5. Linear independence; Part II. Matrices: 6. Matrices; 7. Matrix examples; 8. Linear equations; 9. Linear dynamical systems; 10. Matrix multiplication; 11. Matrix inverses; Part III. Least Squares: 12. Least squares; 13. Least squares data fitting; 14. Least squares classification; 15. Multi-objective least squares; 16. Constrained least squares; 17. Constrained least squares applications; 18. Nonlinear least squares; 19. Constrained nonlinear least squares; Appendix A; Appendix B; Appendix C; Appendix D; Index.

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