Linear Algebra with Applications: Pearson New International Edition

8e édition

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Pearson Education
Steve Leon,
BISAC Subject Heading
MAT002000 MATHEMATICS / Algebra
BIC subject category (UK)
PBF Algebra
Code publique Onix
05 Enseignement supérieur
Date de première publication du titre
01 novembre 2013
Subject Scheme Identifier Code
Classification thématique Thema: Algèbre

VitalSource eBook

Date de publication
01 novembre 2013
Nombre de pages de contenu principal : 544
Code interne
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What’s New in the Eighth Edition?

Computer Exercises

Overview of Text

Suggested Course Outlines

Supplementary Materials



1. Matrices and Systems of Equations

1.1 Systems of Linear Equations

1.2 Row Echelon Form

1.3 Matrix Arithmetic

1.4 Matrix Algebra

1.5 Elementary Matrices

1.6 Partitioned Matrices

   Matlab Exercises

   Chapter Test A

   Chapter Test B


2. Determinants

2.1 The Determinant of a Matrix

2.2 Properties of Determinants

2.3 Additional Topics and Applications

   Matlab Exercises

   Chapter Test A

   Chapter Test B


3. Vector Spaces

3.1 Definition and Examples

3.2 Subspaces

3.3 Linear Independence

3.4 Basis and Dimension

3.5 Change of Basis

3.6 Row Space and Column Space

   Matlab Exercises

   Chapter Test A

   Chapter Test B


4. Linear Transformations

4.1 Definition and Examples

4.2 Matrix Representations of Linear Transformations

4.3 Similarity

   Matlab Exercises

   Chapter Test A

   Chapter Test B


5. Orthogonality

5.1 The Scalar Product in Rn

5.2 Orthogonal Subspaces

5.3 Least Squares Problems

5.4 Inner Product Spaces

5.5 Orthonormal Sets

5.6 The Gram—Schmidt Orthogonalization Process

5.7 Orthogonal Polynomials

   Matlab Exercises

   Chapter Test A

   Chapter Test B


6. Eigenvalues

6.1 Eigenvalues and Eigenvectors

6.2 Systems of Linear Differential Equations

6.3 Diagonalization

6.4 Hermitian Matrices

6.5 The Singular Value Decomposition

6.6 Quadratic Forms

6.7 Positive Definite Matrices

6.8 Nonnegative Matrices

   Matlab Exercises

   Chapter Test A

   Chapter Test B


7. Numerical Linear Algebra

7.1 Floating-Point Numbers

7.2 Gaussian Elimination

7.3 Pivoting Strategies

7.4 Matrix Norms and Condition Numbers

7.5 Orthogonal Transformations

7.6 The Eigenvalue Problem

7.7 Least Squares Problems

   Matlab Exercises

   Chapter Test A

   Chapter Test B


Appendix: MATLAB

The MATLAB Desktop Display

Basic Data Elements


Generating Matrices

Matrix Arithmetic

MATLAB Functions

Programming Features


Relational and Logical Operators

Columnwise Array Operators


Symbolic Toolbox

Help Facility




A. Linear Algebra and Matrix Theory

B. Applied and Numerical Linear Algebra

C. Books of Related Interest


Answers to Selected Exercises

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