Numerical Linear Algebra [electronic resource] / by Grégoire Allaire, Sidi Mahmoud Kaber.
Contributor(s): Kaber, Sidi Mahmoud [author.] | SpringerLink (Online service)Material type: TextSeries: Texts in Applied Mathematics: 55Publisher: New York, NY : Springer New York, 2008Description: XI, 271 p. online resourceContent type: text Media type: computer Carrier type: online resourceISBN: 9780387689180Subject(s): Mathematics | Applied mathematics | Engineering mathematics | Numerical analysis | Mathematics | Numerical Analysis | Applications of MathematicsAdditional physical formats: Printed edition:: No titleDDC classification: 518 LOC classification: QA297-299.4Online resources: Click here to access online
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Definition and Properties of Matrices -- Matrix Norms,Sequences,and Series -- to Algorithmics -- Linear Systems -- Direct Methods for Linear Systems -- Least Squares Problems -- Simple Iterative Methods -- Conjugate Gradient Method -- Methods for Computing Eigenvalues -- Solutions and Programs.
This book brings together linear algebra, numerical methods and an easy to use programming environment under Matlab (or Scilab). One of the key features of the book are the worked out examples and exercises at the end of each chapter. The reader is asked to do some numerical experiments in Matlab and then to prove the results theoretically. The book is a combination and update of two earlier French books by the authors. It is appropriate for both undergraduate and beginning graduate courses in mathematics as well as for working scientists and engineers as a self-study tool and reference.This book is about numerical linear algebra and focuses on practical algorithms for solving computer problems of linear algebra. Gregoire Allaire is a professor of Applied Mathematics at Ecole Polytechnique in France. Sidi Mahmoud Kaber is an associate professor at the Universite Pierre et Marie Curie in France. .