Numerical linear algebra with Julia:

Getting started with Julia -- Linear algebra bootcamp -- Linear systems and the basics of floating-point arithmetic -- QR factorization -- Eigenvalues and eigenvectors -- Eigenvalue computation for sparse matrices -- Classical iterations to solve linear systems -- Krylov methods to solve linear syst...

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Bibliographische Detailangaben
Hauptverfasser: Darve, Eric (VerfasserIn), Wootters, Mary (VerfasserIn)
Format: Buch
Sprache:English
Veröffentlicht: Philadelphia Society for Industrial and Applied Mathematics [2021]
Schriftenreihe:Other titles in applied mathematics 172
Schlagworte:
Zusammenfassung:Getting started with Julia -- Linear algebra bootcamp -- Linear systems and the basics of floating-point arithmetic -- QR factorization -- Eigenvalues and eigenvectors -- Eigenvalue computation for sparse matrices -- Classical iterations to solve linear systems -- Krylov methods to solve linear systems -- (A taste of) Direct methods to solve sparse linear systems -- Julia essentials
"This book is an engaging and accessible adventure through numerical linear algebra-including homework assignments-aimed at graduate students and advanced undergraduate students with interest in numerical methods and scientific computing"--
Beschreibung:Includes bibliographical references and index
2106
Beschreibung:xiii, 406 Seiten Illustrationen, Diagramme
ISBN:9781611976540

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