
| 1 | MATRICES AND SYSTEMS OF EQUATIONS 1 | |
| 1 | SYSTEMS OF LINEAR EQUATIONS 1 | |
| 2 | ROW ECHELON FORM 13 | |
| 3 | MATRIX ALGEBRA 31 | |
| 4 | ELEMENTARY MATRICES 57 | |
| 5 | PARTITIONED MATRICES 68 | |
| MATLAB EXERCISES 77 | ||
| 2 | DETERMINANTS 84 | |
| 1 | THE DETERMINANT OF A MATRIX 84 | |
| 2 | PROPERTIES OF DETERMINANTS 92 | |
| 3* | CRAMER'S RULE 99 | |
| MATLAB EXERCISES 105 | ||
| 3 | VECTOR SPACES 108 | |
| 1 | DEFINITION AND EXAMPLES 108 | |
| 2 | SUBSPACES 116 | |
| 3 | LINEAR INDEPENDENCE 126 | |
| 4 | BASIS AND DIMENSION 136 | |
| 5 | CHANGE OF BASIS 143 | |
| 6 | ROW SPACE AND COLUMN SPACE 153 | |
| MATLAB EXERCISES 161 | ||
| 4 | LINEAR TRANSFORMATIONS 165 | |
| 1 | DEFINITION AND EXAMPLES 165 | |
| 2 | MATRIX REPRESENTATIONS OF LINEAR TRANSFORMATIONS 175 | |
| 3 | SIMILARITY 187 | |
| MATLAB EXERCISES 194 | ||
| 5 | ORTHOGANALITY 196 | |
| 1 | THE SCALAR PRODUCT IN Rn 197 | |
| 2 | ORTHOGONAL SUBSPACE S 208 | |
| 3 | INNER PRODUCT SPACES 216 | |
| 4 | LEAST SQUARES PROBLEMS 227 | |
| 5 | ORTHONORMAL SETS 238 | |
| 6 | THE GRAM-SCHMIDT ORTHOGONALIZATION PROCESS 257 | |
| 7* | ORTHOGONAL POLYNOMIALS 266 | |
| MATLAB EXERCISES 274 | ||
| 6 | EIGENVALUES 279 | |
| 1 | EIGENVALUES AND EIGENVECTORS 280 | |
| 2 | SYSTEMS OF LINEAR DIFFERENTIAL EQUATIONS 292 | |
| 3 | DIAGONALIZATION 304 | |
| 4 | HERMITIAN MATRICES 320 | |
| 5 | QUADRATIC FORMS 330 | |
| 6 | POSITIVE DEFINITE MATRICES 344 | |
| 7* | NONNEGATIVE MATRICES 352 | |
| MATLAB EXERCISES 359 | ||
| 7 | NUMERICAL LINEAR ALGEBRA 366 | |
| 1 | FLOATING-POINT NUMBERS 367 | |
| 2 | GAUSSIAN ELIMINATION 371 | |
| 3 | PIVOTING STRATEGIES 379 | |
| 4 | MATRIX NORMS AND CONDITION NUMBERS 385 | |
| 5 | ORTHOGONAL TRANSFORMATIONS 398 | |
| 6 | THE SINGULAR VALUE DECOMPOSITION 409 | |
| 7 | THE EIGENVALUE PROBLEM 423 | |
| 8 | LEAST SQUARES PROBLEMS 434 | |
| MATLAB EXERCISES 445 | ||
| 8 | ITERATIVE METHODS (supplement) | |
| 9 | CANONICAL FORMS (supplement) | |
| APPENDIX: MATLAB 455 | ||
| BIBLIOGRAPHY 464 | ||
| ANSWERS TO SELECTED EXERCISES 466 | ||
| INDEX 485 | ||
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