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Wilkinson J.H. — The algebraic eigenvalue problem
Wilkinson J.H. — The algebraic eigenvalue problem



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Íàçâàíèå: The algebraic eigenvalue problem

Àâòîð: Wilkinson J.H.

Àííîòàöèÿ:

This volume, which became a classic on first publication, is perhaps the most important and widely read book in the field of numerical analysis. It presents a distillation of the author's pioneering discoveries concerning the computation of matrix eigenvalues. The emphasis is on the transmission of knowledge rather than elaborate proofs. The book will be valued by all practising numerical analysts, students and researchers in the field, engineers, and scientists.


ßçûê: en

Ðóáðèêà: Ìàòåìàòèêà/

Ñòàòóñ ïðåäìåòíîãî óêàçàòåëÿ: Ãîòîâ óêàçàòåëü ñ íîìåðàìè ñòðàíèö

ed2k: ed2k stats

Êîëè÷åñòâî ñòðàíèö: 662

Äîáàâëåíà â êàòàëîã: 09.10.2005

Îïåðàöèè: Ïîëîæèòü íà ïîëêó | Ñêîïèðîâàòü ññûëêó äëÿ ôîðóìà | Ñêîïèðîâàòü ID
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Ïðåäìåòíûé óêàçàòåëü
Accumulation of inner-products in fixed-point      111—112
Accumulation of inner-products in floating-point      116—118
ACE      116 118 260 324 329 342 357 404 412 462 477 484 595 629 638 642 646
Adjoint matrix      38
Aitken, A.C., on acceleration of convergence of eigenvectors      578—579 (see also “Turnbull H.W.”)
Arithmetic block-floating      119
Arithmetic fixed-point      110—112
Arithmetic floating-point      112—118
Arithmetic floating-point, complex      447
Arithmetic floating-point, t-digit      120
Arnoldi, W.E., on reduction to Hessenberg form      382
Arnoldi’s method      244 382—388
Back-substitution      199
Back-substitution, error analysis of      247—251
Bairstow, L., on solution of algebraic equations      449
Bairstow’s method      449—450 482
Bairstow’s method, generalized      450—452 475—476
Band matrices, LR and QR algorithms for, symmetric      553—562
Band matrices, LR and QR algorithms for, unsymmetric      562—565
Band matrices, reduction of band width of      567—568
Bauer, F.L.      see “Householder A.S.”
Bauer, F.L., and Fike, C.T., on the spectral condition number      87
Bauer, F.L., and Householder, A.S., on error in Rayleigh quotient      188
Bauer, F.L., equilibration      263 357 411
Bauer, F.L., on bi-iteration      609—610 647
Bauer, F.L., reduction to tri-diagonal form      412
Bauer, F.L., treppeniteration      599 602—604 647
Bessel functions, zeros of      440
Bi-iteration      609—610 613—614 647
Bi-orthogonal system of eigenvectors      6
Bi-orthogonal system of Lanczos vectors      391
Bilinear form      27
Binet — Cauchy theorem      18
Bisection method      302 440
Bisection method, error analysis of      302—306 453—455
Block-floating arithmetic      119
Bolzano — Weierstrass theorem      105
Brooker, R.A., and Sumner, F.H., Lanczos’ method      412
Brooker, R.A., and Sumner, F.H., on eigenvectors of tri-diagonal form      344
Canonical form, classical      10—11
Canonical form, Frobenius      15—17
Canonical form, Jordan      10—12
Canonical form, rational      15—18
Canonical form, Smith’s      19—24
Canonical form, triangular      24
Causey, R., and Gregory, R.T., on Lanczos’ method      412
Causey, R., on methods of Jacobi type for non-Hermitian matrices      568
Cayley — Hamilton theorem      38—39
Characteristic equation      2
Characteristic polynomial      2
Characteristic polynomial, direct determination of      410—411
Characteristic value      2
Characteristic vector      3
Chartres, B.A., on a modification of the Jacobi method      282
Chebyshev polynomials      617—618
Cholesky decomposition      229—230
Cholesky decomposition, error analysis of      231—232
Cholesky LR algorithm      544—547
Cholesky LR algorithm for band matrices      553—556
Classical canonical form      10—11
Classical submatrix      10
Collar, A.R., on improving approximate eigensystem      647
Commuting matrices      52—54
Companion matrix      12—13
Complete pivoting      212—213
Complex conjugate eigenvalues      579—581 604—606
Complex conjugate eigenvectors      581—582 604—606
Complex conjugate eigenvectors, inverse iteration for      629—633
Complex conjugate shifts of origin in LR      512—515
Complex conjugate shifts of origin in QR      528—532
Complex conjugate zeros      447—449
Complex Hermitian matrices, Householder’s method for      342
Complex non-Hermitian matrices      482—483
Complex symmetric matrices      26—27 265
Complex zeros      446—447
Condition number      86
Condition number of explicit polynomials      416—420
Condition number, n      89—90
Condition number, spectral, with respect to eigenproblem      87—89
Condition number, spectral, with respect to inversion      191
Corresponding Matrices, Theorem of      18 21 491 523
Courant — Fischer theorem      101
Courant, R., and Hilbert, D., on minimax characterization of eigenvalues      99—100
Danilewski, A., on reduction of a general matrix to Frobenius form      409
Dean, P., on eigenvalues of large tri-diagonal matrices      307
Defective matrix      12
Defective system of eigenvectors      9—10
Deflation by plane rotations      469—471
Deflation for explicit polynomials      464—465
Deflation for Hessenberg matrices      465—468
Deflation for tri-diagonal matrices      468—469
Deflation in connexion with LR      509—510
Deflation in connexion with matrix iteration      584—602
Deflation, stability of      472—474 477
Deflation, using non-similarity transformations      596—602
Deflation, using similarity transformations      585—596
Dekker, T.J., on eigenvectors of tri-diagonal matrices      330—332
Dekker, T.J., successive linear interpolation and bisection      481
Departure from normality      167—170 568—569
Derogatory matrix      15—16 41
Determinants of general matrices      431—432
Determinants of Hessenberg matrices      426—431
Determinants of lambda-matrices      34 432
Determinants of leading principal matrices      237—239
Determinants of tri-diagonal matrices      423—426
Determinants, evaluation of      228—229
Deuce      278 342 376 625
Differential equations with constant coefficients      30—35 443 483—484 633—635
Direct sum of matrices      10—11
Disorder of eigenvalues      494 519 522
Dominant eigenvalue      571
Dominant eigenvector      571
Double shift techniques, LR      537—538
Double shift techniques, QR      528—537
Eberlein, P.J., on a Jacobi-like method      568
Eigenvalues      2
Eigenvalues of AB      54—55
Eigenvalues of transposed matrix      3
Eigenvalues, distinct      4
Eigenvalues, multiple      7—11
Eigenvectors      3
Eigenvectors of transposed matrix      3
Eigenvectors, defective system of      9—10
Eigenvectors, independence of      5
Eigenvectors, left-hand      4
Eigenvectors, right-hand      4
Elementary divisors      12
Elementary Hermitian matrices      48—50
Elementary Hermitian matrices in fixed-point      152
Elementary Hermitian matrices in floating-point      152—162
Elementary Hermitian matrices, triangularization by      233—236
Elementary Hermitian matrices, use of, for deflation      589—590 594—596
Elementary Hermitian matrices, use of, for similarity reduction to Hessenberg form      347—353
Elementary Hermitian matrices, use of, for similarity reduction to tri-diagonal form      290—299
Elementary matrices      44—45
Elementary matrices, properties of      45—46
Elementary matrices, stabilized      164
Elementary operations      19
Engeli, M., Ginsburg, T., Rutishauser, H., and Stiefel, E., on iteration using orthogonal polynomials      618
Equilibration in eigenvalue problem      357—411
Equilibration in linear equations      192—194 263
Equivalence transformation      17—24
Error analysis      110—187
Error analysis for complete eigensystem      180
Error analysis of Arnoldi’s method      382—388
Error analysis, back-substitution      247—251
Error analysis, bisection method      302—306 453—455
Error analysis, Cholesky’s decomposition      231—232
Error analysis, deflation techniques      590—596
Error analysis, direct reduction to Hessenberg form      363—365
Error analysis, elementary Hermitians in fixed-point      152
Error analysis, elementary Hermitians in floating-point      152—162
Error analysis, fixed-point      110—112
Error analysis, floating-point      112—118
Error analysis, Gaussian elimination      209—212 214—215
Error analysis, Givens’ method      286—288
Error analysis, Givens’ triangularization      240
Error analysis, Householder’s method, symmetric      297
Error analysis, Householder’s method, unsymmetric      350
Error analysis, Householder’s triangularization      236
Error analysis, interpolation methods      435—440
Error analysis, inverse iteration for complex conjugate eigenvectors      631—633
Error analysis, inverse iteration for eigenvectors of general matrices      620—621
Error analysis, inverse iteration for eigenvectors of tri-diagonal matrices      323—325
Error analysis, Lanczos’ method      391—395
Error analysis, matrix squaring      616
Error analysis, plane rotations in fixed-point      143—151
Error analysis, plane rotations in floating-point      131—143
Error analysis, QR algorithm      538
Error analysis, QR algorithm for band matrices      561
Error analysis, reduction of Hessenberg matrix to Frobenius form      405
Error analysis, reduction of Hessenberg matrix to tri-diagonal form      399
Error analysis, triangular decomposition      227
Euclidean norm      57
Exponent of floating-point number      112
Extremal properties of eigenvalues      98—99
Feller, W., and Forsythe, G.E., on deflation using elementary Hermitian matrices      590
Fixed-point arithmetic      110—112
Floating-point arithmetic      112—118
Floating-point arithmetic, complex      447
Floating-point arithmetic, t-digit      120
Forsythe, G.E.      see “Feller W.”
Forsythe, G.E., and Straus, E.G., on equilibration      263
Forsythe, G.E., and Wasow, W.R., on iterative methods for solving equations      263
Forsythe, G.E., on eigenvectors of tri-diagonal matrices      344
Fox, L., on numerical linear algebra      189 263
Francis, J.G.F., on QR algorithm      486 515 525 526 569
Frobenius canonical form      15—17
Frobenius canonical form, reduction to      405—411
Frobenius canonical form, relation to Jordan form      16—17
Frobenius canonical form, relation to minimal polynomial      39—42
Frobenius canonical form, roots of      413—423
Gantmacher, F.R., on the theory of matrices      61 496
Gantmacher, F.R., Theorem of Corresponding Matrices      18
Garwick, J., on termination of iterative processes      463
Gastinel, N., on error analysis      264
Gaussian elimination      200 484
Gaussian elimination by columns      370—371
Gaussian elimination on high-speed computer      220—221
Gaussian elimination, break-down of      204—205 224
Gaussian elimination, error analysis of      209—212 214—215
Gaussian elimination, relation with triangular decomposition      221—223
Gerschgorin’s theorems      71—72 109
Gerschgorin’s theorems, application to perturbation theory      72—81 638—646
Ginsburg, T.      see “Engeli M.”
Givens, J.W., on error analysis      343
Givens, J.W., reduction to tri-diagonal form      282
Givens, J.W., Sturm sequences      300 307 344
Givens, J.W., triangularization      240—241
Givens, J.W., Wielandt-Hoffman theorem      105
Givens’ method, relationship with Householder’s method      351—353
Givens’ method, symmetric      282—290
Givens’ method, symmetric, error analysis of      286—290
Givens’ method, unsymmetric      345—347
Givens’ method, unsymmetric, error analysis of      350—351
Goldstine, H.H.      see “von Neumann J.”
Goldstine, H.H., and Horwitz, L.P., on the Jacobi method for normal matrices      486
Goldstine, H.H., and Murray, F.J., and Von Neumann, J., on the Jacobi method      343
Goursat, E., on algebraic functions      64
Grade of vector      37
Greenstadt, J., on Jacobi-type methods      568
Gregory, R.T.      see “Causey R.”
Gregory, R.T., on the Jacobi method      343
Gregory, R.T., on the Lanczos’ method      412
Handscomb, D.C., on Bairstow’s method for Hessenberg matrices      452 476
Henrici, P., on departure from normality      168 568
Henrici, P., serial Jacobi method      269 270
Hermitian matrix      24—26 (see also “Elementary Hermitian matrices”)
Hermitian matrix, eigenvalue problem for      265—344
Hermitian matrix, elementary      48—50
Hermitian transposed matrix      25
Hessenberg matrix      218
Hessenberg matrix, determinants of      426—431
Hessenberg matrix, direct reduction to      357—365
Hessenberg matrix, further reduction of, to Frobenius form      405—411
Hessenberg matrix, further reduction of, to tri-diagonal form      396—403
Hessenberg matrix, invariance with respect to LR algorithm      502—504
Hessenberg matrix, invariance with respect to QR algorithm      524
Hessenberg matrix, reduction to      345—395
Hessenberg method      379—382
Hessenberg method, applied to Hessenberg matrix      492—505
Hessenberg method, generalized      377—395
Hessenberg method, relation to Lanczos’ method      402—403
Hessenberg, K., on reduction to Hessenberg form      379—382
Hestenes, M.R.      see “Rosser J.B.”
Hilbert matrix      233—234
Hilbert, D.      see “Courant R.”
Hoffman, A.J., and Wielandt, H.W., on the Wielandt — Hoffman theorem      104
Hotelling, H., on matrix deflation      585 607
Householder, A.S., and Bauer, F.L., on Householder’s method      343
Householder, A.S., on the theory of matrices in numerical analysis      61 109 569 647
Householder, A.S., unitary triangularization      233
Householder, A.S., use of elementary Hermitian matrices      343
Householder’s method, relationship with Givens’ method      351—353
Householder’s method, symmetric      290—299
Householder’s method, symmetric, error analysis of      297
Householder’s method, unsymmetric      347—353
Householder’s method, unsymmetric, error analysis of      350
Hyman, M.A., on Hymen’s method      426—431 469 627
Inner-product      4 25
Inner-product, accumulation in fixed-point      111—112
Inner-product, accumulation in floating-point      116—118
Interchanges      162 205—207 399—401 498—501
Interpolation methods      435—440
Interpolation methods, error analysis of      455—459
Invariant factors      22—24
Invariant factors, deflation using      587 599—602
Invariant factors, subspaces      185
Inverse iteration for complex conjugate eigenvectors      629—633
Inverse iteration for eigenvectors of band matrices      628—629
Inverse iteration of general matrices      619—633
Inverse iteration of generalized eigenvalue problem      633—635
Inverse iteration of Hessenberg matrices      626—627
Inverse iteration of symmetric tri-diagonal matrices      321—330
Inversion of matrices      252—254
Iterative method for the solution of the eigenvalue problem      570—576
Iterative method, refinement of eigensystem      637—646
Iterative method, refinement of solution of linear equations      255—263
Jacobi, C.G.J., on the Jacobi method      266
Jacobi’s method      270—282 486 568
Jacobi’s method for normal matrices      486
Jacobi’s method, classical      266—269
Jacobi’s method, convergence of      270—273
Jacobi’s method, error analysis of      279—281
Jacobi’s method, serial      269
Jacobi’s method, threshold      277—278
Jahn, H.A., on improvement of an eigensystem      647
Johansen, D.E., on Givens’ method for large matrices      284—286
Jordan canonical form      10—12
Jordan canonical form, perturbation theory based on      77—81
Jordan canonical form, relation to Frobenius form      16—17
Jordan canonical form, relation to minimum polynomial      41—42
Kahan, W., on acceleration of convergence of Muller’s method      481
Kahan, W., on acceleration of convergence of Newton’s method      480
Kaiser, H.F.      see “Ortega J.M.”
Karush, W.      see “Rosser J.B.”
Kato, T., on inclusion theorems for eigenvalues of Hermitian matrices      188
Krylov, A.N., on Krylov’s method      369
Krylov’s method      369—377 417 421 584
Kublanovskaya, V.N., on QR algorithm      569
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