Practical Linear Algebra : A Geometry Toolbox, Third Edition

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Learn Linear Algebra with Geometric Applications

Practical Linear Algebra: A Geometry Toolbox is a great book for undergraduate students interested in math, engineering, science, computer graphics, and geometric modeling. The book offers a unique way of teaching linear algebra through real-world applications and examples, which makes it easy to visualize and understand. The third edition contains more exercises and applications, including coverage of singular value decomposition and its applications, greater emphasis on orthogonal projections and matrix decompositions, and more attention to eigen-analysis. This book is recommended for anyone interested in learning linear algebra in a comprehensive, geometric, and algorithmic way.

Note: While we do our best to ensure the accuracy of cover images, ISBNs may at times be reused for different editions of the same title which may hence appear as a different cover.

Practical Linear Algebra : A Geometry Toolbox, Third Edition

Regular price
Unit price
per
Compare to estimated retail price: S$156.85  
Condition guide

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ISBN: 9781466579569
Date of Publication: 2013-08-19
Format: Hardcover
Related Collections: Science, Mathematics, Computer Science
Goodreads rating: 4.56
(rated by 18 readers)

Description

Through many examples and real-world applications, Practical Linear Algebra: A Geometry Toolbox, Third Edition teaches undergraduate-level linear algebra in a comprehensive, geometric, and algorithmic way. Designed for a one-semester linear algebra course at the undergraduate level, the book gives instructors the option of tailoring the course for the primary interests: math, engineering, science, computer graphics, and geometric modeling.New to the Third EditionMore exercises and applications Coverage of singular value decomposition and its application to the pseudoinverse, principal components analysis, and image compression More attention to eigen-analysis, including eigenfunctions and the Google matrix Greater emphasis on orthogonal projections and matrix decompositions, which are tied to repeated themes such as the concept of least squaresTo help students better visualize and understand the material, the authors introduce the fundamental concepts of linear algebra first in a two-dimensional setting and then revisit these concepts and others in a three-dimensional setting. They also discuss higher dimensions in various real-life applications. Triangles, polygons, conics, and curves are introduced as central applications of linear algebra.Instead of using the standard theorem-proof approach, the text presents many examples and instructional illustrations to help students develop a robust, intuitive understanding of the underlying concepts. The authors website also offers the illustrations for download and includes Mathematica(r) code and other ancillary materials."
 

Learn Linear Algebra with Geometric Applications

Practical Linear Algebra: A Geometry Toolbox is a great book for undergraduate students interested in math, engineering, science, computer graphics, and geometric modeling. The book offers a unique way of teaching linear algebra through real-world applications and examples, which makes it easy to visualize and understand. The third edition contains more exercises and applications, including coverage of singular value decomposition and its applications, greater emphasis on orthogonal projections and matrix decompositions, and more attention to eigen-analysis. This book is recommended for anyone interested in learning linear algebra in a comprehensive, geometric, and algorithmic way.

Note: While we do our best to ensure the accuracy of cover images, ISBNs may at times be reused for different editions of the same title which may hence appear as a different cover.