table_title

 

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)
  1. IN DVI FORMAT
  2. IN POSTSCRIPT FORMAT
 
9 CANONICAL FORMS      (supplement)
  1. IN DVI FORMAT
  2. IN POSTSCRIPT FORMAT
 
APPENDIX:    MATLAB      455
BIBLIOGRAPHY      464
ANSWERS TO SELECTED EXERCISES      466
INDEX      485

 
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