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Numerical Linear Algebra and Matrix Factorizations (Texts in Computational Science and Engineering, 22) - Hardcover

 
9783030364670: Numerical Linear Algebra and Matrix Factorizations (Texts in Computational Science and Engineering, 22)
  • PublisherSpringer
  • Publication date2020
  • ISBN 10 3030364674
  • ISBN 13 9783030364670
  • BindingHardcover
  • LanguageEnglish
  • Edition number1
  • Number of pages396

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9783030364700: Numerical Linear Algebra and Matrix Factorizations (Texts in Computational Science and Engineering)

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Buch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -After reading this book, students should be able to analyze computational problems in linear algebra such as linear systems, least squares- and eigenvalue problems, and to develop their own algorithms for solving them. Since these problems can be large and difficult to handle, much can be gained by understanding and taking advantage of special structures. This in turn requires a good grasp of basic numerical linear algebra and matrix factorizations. Factoring a matrix into a product of simpler matrices is a crucial tool in numerical linear algebra, because it allows us to tackle complex problems by solving a sequence of easier ones. The main characteristics of this book are as follows: It is self-contained, only assuming that readers have completed first-year calculus and an introductory course on linear algebra, and that they have some experience with solving mathematical problems on a computer. The book provides detailed proofs of virtually all results. Further, its respective parts can be used independently, making it suitable for self-study. The book consists of 15 chapters, divided into five thematically oriented parts. The chapters are designed for a one-week-per-chapter, one-semester course. To facilitate self-study, an introductory chapter includes a brief review of linear algebra. 396 pp. Englisch. Seller Inventory # 9783030364670

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Buch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - After reading this book, students should be able to analyze computational problems in linear algebra such as linear systems, least squares- and eigenvalue problems, and to develop their own algorithms for solving them. Since these problems can be large and difficult to handle, much can be gained by understanding and taking advantage of special structures. This in turn requires a good grasp of basic numerical linear algebra and matrix factorizations. Factoring a matrix into a product of simpler matrices is a crucial tool in numerical linear algebra, because it allows us to tackle complex problems by solving a sequence of easier ones. The main characteristics of this book are as follows: It is self-contained, only assuming that readers have completed first-year calculus and an introductory course on linear algebra, and that they have some experience with solving mathematical problems on a computer. The book provides detailed proofs of virtually all results.Further, its respective parts can be used independently, making it suitable for self-study. The book consists of 15 chapters, divided into five thematically oriented parts. The chapters are designed for a one-week-per-chapter, one-semester course. To facilitate self-study, an introductory chapter includes a brief review of linear algebra. Seller Inventory # 9783030364670

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Hardcover. Ehem. Bibliotheksexemplar mit Signatur und Stempel. GUTER Zustand, ein paar Gebrauchsspuren. Ex-library with stamp and library-signature. GOOD condition, some traces of use. AB-8128 9783030364670 Sprache: Englisch Gewicht in Gramm: 550. Seller Inventory # 2381988

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