A Graduate introduction to numerical methods : from the viewpoint of backward error analysis

This book provides an extensive introduction to numerical computing from the viewpoint of backward error analysis. The intended audience includes students and researchers in science, engineering and mathematics. The approach taken is somewhat informal owing to the wide variety of backgrounds of the...

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Bibliografiske detaljer
Auteurs principaux: Corless, Robert Malcolm, Fillion, Nicolas (Auteur)
Format: Livre numérique
Sprog:Anglais
Udgivet: New York, NY : Springer New York 2013.
Cham : Springer Nature
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Kommentar: Archives Springer e-books (Licence nationale)
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Edition sous un autre format:• A Graduate Introduction to Numerical Methods, Texte imprimé, 9781461484523
• A Graduate Introduction to Numerical Methods, Texte imprimé, 9781461484547
• A Graduate Introduction to Numerical Methods, Texte imprimé, 9781493953103
Beskrivelse
Summary:This book provides an extensive introduction to numerical computing from the viewpoint of backward error analysis. The intended audience includes students and researchers in science, engineering and mathematics. The approach taken is somewhat informal owing to the wide variety of backgrounds of the readers, but the central ideas of backward error and sensitivity (conditioning) are systematically emphasized. The book is divided into four parts: Part I provides the background preliminaries including floating-point arithmetic, polynomials and computer evaluation of functions; Part II covers numerical linear algebra; Part III covers interpolation, the FFT and quadrature; and Part IV covers numerical solutions of differential equations including initial-value problems, boundary-value problems, delay differential equations and a brief chapter on partial differential equations. The book contains detailed illustrations, chapter summaries and a variety of exercises aswell as some Matlab codes provided online as supplementary material. I really like the focus on backward error analysis and condition. This is novel in a textbook and a practical approach that will bring welcome attention." Lawrence F. Shampine.
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Archives Springer e-books (Licence nationale)
ISBN:9781461484530
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