Numerical linear algebra : a concise introduction with MATLAB and Julia / Folkmar Bornemann
Material type:
TextPublication details: Switzerland 2018 153 p.ISBN: - 9783319742212
- 512.5 BOR-F
| Item type | Current library | Collection | Shelving location | Call number | Status | Date due | Barcode | Item holds | |
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BITS Pilani Hyderabad | 510 | General Stack (For lending) | 512.5 BOR-F (Browse shelf(Opens below)) | Available | 42517 |
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| 512.5 BAN-T Linear algebra through geometry / | 512.5 BAX-T Linear algebra : a modern introduction / | 512.5 BLY-T Basic linear algebra / | 512.5 BOR-F Numerical linear algebra : a concise introduction with MATLAB and Julia / | 512.5 BOY-S Introduction to applied linear algebra : vectors, matrices, and least squares / | 512.5 BRO-R Linear algebra : algorithms, applications, and techniques / | 512.5 BUT-R Applied linear algebra and optimization using MATLAB / |
This book offers an introduction to the algorithmic-numerical thinking using basic problems of linear algebra. By focusing on linear algebra, it ensures a stronger thematic coherence than is otherwise found in introductory lectures on numerics. The book highlights the usefulness of matrix partitioning compared to a component view, leading not only to a clearer notation and shorter algorithms, but also to significant runtime gains in modern computer architectures. The algorithms and accompanying numerical examples are given in the programming environment MATLAB, and additionally – in an appendix – in the future-oriented, freely accessible programming language Julia. This book is suitable for a two-hour lecture on numerical linear algebra from the second semester of a bachelor's degree in mathematics.
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