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Linear Algebra and Its Applications

Linear Algebra and Its ApplicationsFourth EditionGilbert Strangyx y z zAx b b0Ay b 0Az 0 ContentsPrefaceiv1 Matrices and Gaussian .. Geometry of Linear Equations .. Example of Gaussian Elimination .. Notation and Matrix Multiplication .. Factors and Row Exchanges .. and Transposes .. Matrices and Applications ..66 Review Exercises ..722 Vector Spaces and Subspaces .. Independence, Basis, and Dimension .. Four Fundamental Subspaces .. and Networks .. Transformations ..140 Review Exercises ..1543 Vectors and Subspaces .. and Projections onto Lines .. and Least Squares .. Bases and Gram-Schmidt .. Fast Fourier Transform ..211 Review Exercises ..221iiiCONTENTS4 .. of the Determinant.

1. Lecture schedule and current homeworks and exams with solutions. 2. The goals of the course, and conceptual questions. 3. Interactive Java demos (audio is now included for eigenvalues). 4. Linear Algebra Teaching Codes and MATLAB problems. 5. Videos of the complete course (taught in a real classroom).

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Matrix Analysis - Anand Institute

www.anandinstitute.org

Contents Preface to the Second Edition page xi Preface to the First Edition xv 0 Review and Miscellanea 1 0.0 Introduction 1 0.1 Vector spaces 1 0.2 Matrices 5 0.3 Determinants 8 0.4 Rank 12 0.5 Nonsingularity 14 0.6 The Euclidean inner product and norm 15 0.7 Partitioned sets and matrices 16 0.8 Determinants again 21 0.9 Special types of matrices 30 0.10 Change of basis …

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www.anandinstitute.org

as the first two rows. Some combination of rows 1 and 2 will produce row 3. You might find that combination quickly (I didn’t). In the end I had to use elimination to discover that the right combination uses 2 times row 2, minus row 1. Elimination is the simple and natural way to understand a matrix by producing a lot of zero entries.

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