Linear algebra with applications Steven J. Leon

By: Leon, Steven J [author]
Edinburgh: Pearson Educational, 2014Description: II, 530 pages : illustrations ; 27 cmContent type: text Media type: unmediate Carrier type: volumeISBN: 9781292025148Subject(s): Algebras, Linear | Determinants | Vector spacesDDC classification: 512.5 L551 2014
Contents:
Preface What's New in the Eighth Edition? Computer Exercises Overview of Text Suggested Course Outlines Supplementary Materials Acknowledgments 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 Submatrices Generating Matrices Matrix Arithmetic MATLAB Functions Programming Features M-files Relational and Logical Operators Columnwise Array Operators Graphics Symbolic Toolbox Help Facility Conclusions Bibliography A. Linear Algebra and Matrix Theory B. Applied and Numerical Linear Algebra C. Books of Related Interest Answers to Selected Exercises
Tags from this library: No tags from this library for this title. Log in to add tags.
    Average rating: 0.0 (0 votes)
Item type Current location Home library Call number Status Date due Barcode Item holds
BOOK BOOK COLLEGE LIBRARY
COLLEGE LIBRARY
SUBJECT REFERENCE 		512.5 L551 2014 (Browse shelf) Available CITU-CL-45685
Total holds: 0

Includes bibliographical references and index.

Preface What's New in the Eighth Edition? Computer Exercises Overview of Text Suggested Course Outlines Supplementary Materials Acknowledgments 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 Submatrices Generating Matrices Matrix Arithmetic MATLAB Functions Programming Features M-files Relational and Logical Operators Columnwise Array Operators Graphics Symbolic Toolbox Help Facility Conclusions Bibliography A. Linear Algebra and Matrix Theory B. Applied and Numerical Linear Algebra C. Books of Related Interest Answers to Selected Exercises

500-599 512

There are no comments for this item.

to post a comment.