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Bhatia R. — Matrix Analysis
Bhatia R. — Matrix Analysis



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Название: Matrix Analysis

Автор: Bhatia R.

Аннотация:

The aim of this book is to present a substantial part of matrix analysis that is functional analytic in spirit. Much of this will be of interest to graduate students and research workers in operator theory, operator algebras, mathematical physics and numerical analysis. The book can be used as a basic text for graduate courses on advanced linear algebra and matrix analysis. It can also be used as supplementary text for courses in operator theory and numerical analysis. Among topics covered are the theory of majorization, variational principles for eigenvalues, operator monotone and convex functions, perturbation of matrix functions and matrix inequalities. Much of this is presented for the first time in a unified way in a textbook. The reader will learn several powerful methods and techniques of wide applicability, and see connections with other areas of mathematics. A large selection of matrix inequalities will make this book a valuable reference for students and researchers who are working in numerical analysis, mathematical physics and operator theory.


Язык: en

Рубрика: Математика/

Статус предметного указателя: Готов указатель с номерами страниц

ed2k: ed2k stats

Год издания: 1996

Количество страниц: 347

Добавлена в каталог: 10.04.2010

Операции: Положить на полку | Скопировать ссылку для форума | Скопировать ID
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Предметный указатель
Pick functions, integral representation      138
Pick functions, Nevanlinna's Theorem      135
Pinching      50 97 118 275
Pinching inequality      97
Pinching inequality for wul norms      107
Poincare's inequality      58
Poisson kernel      136
Polar decomposition      6 213 267 276 305
Polar decomposition, perturbation of      305
Positive approximant      27 7
Positive definite      4
Positive matrices, product of      255
Positive matrix      4
Positive part      6 213
Positive semidefinite      4
Positivity-preserving      32
Power functions      123 145 289
Power functions, operator convexity of      123
Power functions, operator monotonicity of      123
Power functions, principal branch      143
Principal angles      202
Probability measure      133
Probability measures, weak* compact      130
Product rule for differentiation      312
Pth derivative      315
Pythagorean Theorem      21
Q'-norm      90 97
Q-norm      89 95 174 175 277
QR decomposition      3 195 307
QR decomposition, perturbation of      307
QR decomposition, rank revealing      196
Quantum chemistry      287
Quasi-norms      107
R factor      195
Real eigenvalues      238
Real part of a matrix      6
Real spectrum      193
Rectifiable normal path      169
Rectifiable path      169
Reducing subspace      10
Regularisation      146
Residual bounds      193
Retraction      173 277
Roots of polynomials      230
Roots of polynomials, continuity of      154
Roots of polynomials, perturbation of      230
Rotfel'd's Theorem      98
Rouche's theorem      153
S-convex      40
Schatten 2-norm      7
Schatten class      321
Schatten p-norm      92 297 298
Schur basis      5
Schur product      23 124
Schur Triangular Form      5
Schur's theorem      23 35 47 51 74
Schur's Theorem, converse of      55
Schur-concave      44 46 53
Schur-convex      40 41 44
Schur-convexity, and convexity      46
Schur-convexity, for differentiable functions      45
Schwartz space      219
Second derivative      313
Second divided difference      128
Self-adjoint      4
Sesquilinear functional      12
Signature of a permutation      16
Similarity orbit      189
Similarity transformations      102
Singular value decomposition      6
Singular values      5
Singular values of products      71
Singular values, inequalities      94
Singular values, majorisation      157
Singular values, perturbation of      78
Singular vectors      6
Singular vectors, perturbation of      215
Skew-Hermitian      4 155
Skew-symmetric      241
Smooth approximate identities      146
Spcctral resolution      57
Spectral radius      9 102 253 256 269
Spectral radius formula      204
Spectral theorem      5
Square root      297 301
Square root of a positive matrix      5
Square root, principal branch      143
Stieltjes inversion formula      139
Strictly isotone      41
Strictly positive      4
Strongly isotone      41
Strongly nonsingular      319
Subadditive      53
Subspaces      201
Sylvester equation      194 203 222 223 234
Sylvester equation, condition for a unique solution      203
Sylvester equation, norm of the solution      208
Sylvester equation, solution of      204 205 206 207 208
Symmetric gauge function      44 52 86 90 260
Symmetric gauge function, quadratic      89
Symmetric matrix      241
Symmetric norm      94
Symmetric tensor power      16 18
Symmetric tensor product      16
Symmetry classes of tensors      17
Symplectic, Lie algebra      241
Symplectic, Lie group      241
T-transform      33
Tan$\Theta$ theorem      222
Tangent space      167 305
Tangent vector      166
Taylor's theorem      303 307 315
Tempered distribution      219
Tensor product      222
Tensor product of operators      14
Tensor product of spaces      13
Tensor product, construction      12
Tensor product, inner product on      14
Tensor product, orthonormal basis for      14
Toeplitz — Hausdorff theorem      8 20
Trace      25 253 269
Trace inequality      258 261 279 281
Trace norm      92 173
Trace of a vector      29
Trace-preserving      32
Triangle inequality for the matrix absolute value      74
Tridiagonal matrix      60
Twice differentiable map      313
Tychonoff's theorem      132
Unital      32
Unitarily equivalent      5
Unitarily invariant function norm      104
Unitarily invariant norm      91 93
Unitarily similar      5
Unitary approximant      276
Unitary conjugation      102 166
Unitary factors      307
Unitary group      7
Unitary invariance      7
Unitary matrix      4 162 178
Unitary orbit      166
Unitary part      6 82 213 305
Unitary-stochastic      35
Unordered n-tuples      153
Unordered n-tuples, metric on      153
Unordered n-tuples, quotient topology on      153
Van der Waerden conjecture      27
Variance      44
Weak submajorisation      30
Weakly unitarily invariant norm      102 109
Weyl's inequalities      62 64
Weyl's Majorant Theorem      42 73 254 279
Weyl's Majorant Theorem, converse of      55
Weyl's Monotonicity Principle      100 291 292
Weyl's Monotonidty Theorem      63
Weyl's Perturbation Theorem      63 71 99 152 240
Wielandt's Minimax Principle      67
Wigner — Yanase — Dyson conjecture      274
Wui norm      102 173 177 190
Wui seminorm      102
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