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Linear Algebra
A Geometric Approach
Buch von Theodore Shifrin (u. a.)
Sprache: Englisch

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Linear Algebra: A Geometric Approach, now in its second edition and written by Malcolm Adams and Ted Shifrin, presents the standard computational aspects of linear algebra. The textbook also includes a variety of intriguing interesting applications that would be interesting to motivate science and engineering students, as well as help mathematics students make the transition to more abstract advanced courses.

This textbook is an ideal book for any course covering the multifaceted and complex topic of linear algebra. The text guides students on how to think about mathematical concepts, understand how they can be applied, and help them build the skills they'll need in order to write rigorous mathematical arguments. As such, it's an ideal resource for both teaching and learning the subject.

Linear Algebra: A Geometric Approach, now in its second edition and written by Malcolm Adams and Ted Shifrin, presents the standard computational aspects of linear algebra. The textbook also includes a variety of intriguing interesting applications that would be interesting to motivate science and engineering students, as well as help mathematics students make the transition to more abstract advanced courses.

This textbook is an ideal book for any course covering the multifaceted and complex topic of linear algebra. The text guides students on how to think about mathematical concepts, understand how they can be applied, and help them build the skills they'll need in order to write rigorous mathematical arguments. As such, it's an ideal resource for both teaching and learning the subject.

Über den Autor
Ted Shifrin; Malcolm Adams
Zusammenfassung
Presents the standard computational aspects of linear algebra and interesting applications
Inhaltsverzeichnis
Preface
Foreword to the Instructor
Foreword to the Student
Chapter 1. Vectors and Matrices
1. Vectors
2. Dot Product
3. Hyperplanes in Rn
4. Systems of Linear Equations and Gaussian Elimination
5. The Theory of Linear Systems
6. Some Applications
Chapter 2. Matrix Algebra
1. Matrix Operations
2. Linear Transformations: An Introduction
3. Inverse Matrices
4. Elementary Matrices: Rows get Equal Time
5. The Transpose
Chapter 3. Vector Spaces
1. Subspaces of Rn
2. The Four Fundamental Subspaces
3. Linear Independence and Basis
4. Dimension and Its Consequences
5. A Graphic Example
6. Abstract Vector Spaces
Chapter 4. Projections and Linear Transformations
1. Inconsistent Systems and Projection
2. Orthogonal Bases
3. The Matrix of a Linear Transformation and the Change-of-Basis Formula
4. Linear Transformations on Abstract Vector Spaces
Chapter 5. Determinants
1. Properties of Determinants
2. Cofactors and Cramer’s Rule
3. Signed Area in R2 and Signed Volume in R2
Chapter 6. Eigenvalues and Eigenvectors
1. The Characteristic Polynomial
2. Diagonalizability
3. Applications
4. The Spectral Theorem
Chapter 7. Further Topics
1. Complex Eigenvalues and Jordan Canonical Form
2. Computer Graphics and Geometry
3. Matrix Exponentials and Differential Equations
For Further Reading
Answers to Selected Exercises
List of Blue Boxes
Index
Details
Erscheinungsjahr: 2010
Fachbereich: Arithmetik & Algebra
Genre: Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Seiten: 464
Inhalt: Gebunden
ISBN-13: 9781429215213
ISBN-10: 1429215216
Sprache: Englisch
Einband: Gebunden
Autor: Shifrin, Theodore
Adams, Malcolm
Auflage: 2nd ed. 2010
Hersteller: Macmillan Learning
Abbildungen: 464 p.
Maße: 265 x 210 x 24 mm
Von/Mit: Theodore Shifrin (u. a.)
Erscheinungsdatum: 30.07.2010
Gewicht: 1,018 kg
preigu-id: 107853949
Über den Autor
Ted Shifrin; Malcolm Adams
Zusammenfassung
Presents the standard computational aspects of linear algebra and interesting applications
Inhaltsverzeichnis
Preface
Foreword to the Instructor
Foreword to the Student
Chapter 1. Vectors and Matrices
1. Vectors
2. Dot Product
3. Hyperplanes in Rn
4. Systems of Linear Equations and Gaussian Elimination
5. The Theory of Linear Systems
6. Some Applications
Chapter 2. Matrix Algebra
1. Matrix Operations
2. Linear Transformations: An Introduction
3. Inverse Matrices
4. Elementary Matrices: Rows get Equal Time
5. The Transpose
Chapter 3. Vector Spaces
1. Subspaces of Rn
2. The Four Fundamental Subspaces
3. Linear Independence and Basis
4. Dimension and Its Consequences
5. A Graphic Example
6. Abstract Vector Spaces
Chapter 4. Projections and Linear Transformations
1. Inconsistent Systems and Projection
2. Orthogonal Bases
3. The Matrix of a Linear Transformation and the Change-of-Basis Formula
4. Linear Transformations on Abstract Vector Spaces
Chapter 5. Determinants
1. Properties of Determinants
2. Cofactors and Cramer’s Rule
3. Signed Area in R2 and Signed Volume in R2
Chapter 6. Eigenvalues and Eigenvectors
1. The Characteristic Polynomial
2. Diagonalizability
3. Applications
4. The Spectral Theorem
Chapter 7. Further Topics
1. Complex Eigenvalues and Jordan Canonical Form
2. Computer Graphics and Geometry
3. Matrix Exponentials and Differential Equations
For Further Reading
Answers to Selected Exercises
List of Blue Boxes
Index
Details
Erscheinungsjahr: 2010
Fachbereich: Arithmetik & Algebra
Genre: Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Seiten: 464
Inhalt: Gebunden
ISBN-13: 9781429215213
ISBN-10: 1429215216
Sprache: Englisch
Einband: Gebunden
Autor: Shifrin, Theodore
Adams, Malcolm
Auflage: 2nd ed. 2010
Hersteller: Macmillan Learning
Abbildungen: 464 p.
Maße: 265 x 210 x 24 mm
Von/Mit: Theodore Shifrin (u. a.)
Erscheinungsdatum: 30.07.2010
Gewicht: 1,018 kg
preigu-id: 107853949
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