References - link.springer.com978-1-4612-0599-9/1.pdf · [36] Keller, H.B. Numerical Methods for...
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References
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Index
Adams-Bashforth method, 244Adams-Moulton method, 245adjoint matrix, 6Aitken's (P method, 117algebraic multiplicity, 36a posteriori estimate, 45a priori estimate, 44Aubin-Nitsche lemma, 282
backward substitution, 12, 15Bairstow method, 113Banach space, 40Banach's fixed point theorem, 43Banach-Steinhaus theorem, 314Bernoulli polynomial, 207Bernstein polynomial, 180best approximation, 47Bezier curve, 181Bezier points, 181Bezier polygon, 181Bezier spline, 183bijective operator, 46boundary value problem, 258
weak solution, 277bounded operator, 33bounded set, 29B-spline, 173
Cauchy sequence, 40
Cauchy-Schwarz inequality, 30Cea's lemma, 273characteristic polynomial, 36, 249Chebyshev polynomial, 204, 223Chebyshev quadrature, 223Cholesky elimination, 19classical Jacobi method, 131closed ball, 29closed set, 28closure, 28collectively compact operators, 294collocation method, 302collocation points, 302compact operator, 288complete pivoting, 15complete set, 40computer-aided geometric design,
179condition number, 80conjugate gradient method, 285consistency, 235, 245, 246
order, 235, 245, 246consistently ordered matrix, 64continuous operator, 32contraction number, 43contraction operator, 43convergence order, 108, 238convergent quadrature, 198
convergent sequence, 27convex hull, 181convex set, 98cyclic Jacobi method, 132
de Casteljau algorithm, 183defect correction iteration, 69defect correction principle, 69dense set, 28diagonal matrix, 16diagonalizable matrix, 133diagonally dominant, 56
strictly, 56weakly, 59
difference equation, 248stable, 248
direct methods, 5, 119discrepancy principle, 85distance, 27divergent sequence, 27divided differences, 154
eigenvalue, 36eigenvector, 36elimination methods, 5equicontinuous, 289equivalent linear system, 12equivalent norm, 27Euclidean norm, 26Euler method, 231
implicit, 233improved,234
Euler-Maclaurin expansion, 209explicit method, 233extrapolation method, 212, 216
fast Fourier transform, 167Fibonacci numbers, 256finite difference method, 262finite element method, 279fixed point, 43forward differences, 182forward elimination, 13, 14Fourier series, 52Fourier transform
Index 323
discrete, 167fast, 167
Fredholm integral equation, 287first kind, 287, 312second kind, 287
Friedrich inequality, 282Frobenius norm, 127frozen Newton method, 109fully discrete method, 274function space
era, b], 40Hi [a, b], 275L2 [a, b], 42
Galerkin method, 272Gauss-Chebyshev quadrature, 205Gauss-Jordan elimination, 18Gauss-Legendre quadrature, 205Gauss-Lobatto quadrature, 223Gauss-Radau quadrature, 223Gauss-Seidel method, 57
with relaxation, 62Gaussian elimination, 11, 14Gaussian quadrature, 201
composite, 207geometric multiplicity, 36global convergence, 95global error, 238
maximal, 238Gram-Schmidt orthogonalization,
31
Hermite interpolation operator, 161Hermite interpolation polynomial,
160Hermite-Birkhoff interpolation poly-
nomial, 186Hermitian matrix, 37Hessenberg matrix, 144Hessian matrix, 114Heun method, 234Hilbert matrix, 79Hilbert space, 40Horner scheme, 110Householder matrix, 20
324 Index
ill-conditioned linear system, 81ill-posed problem, 77implicit method, 233initial value problem, 228injective operator, 46inner product, 29interpolation operator, 157, 302
trigonometric, 169interpolation polynomial
Hermite, 160Hermite-Birkhoff, 186Lagrange, 153Newton, 155trigonometric, 163
interpolatory quadrature, 190inverse interpolation, 186irreducible matrix, 59iterative methods, 5, 119
Jacobi method, 55classical, 131cyclic, 132damped,71with relaxation, 61
Jacobian matrix, 99
kernel, 287degenerate, 315weakly singular, 291
Lagrange factor, 153Lagrange interpolation polynomial,
153least squares method, 10left triangular matrix, 18Legendre polynomial, 205Levenberg-Marquardt method, 114limit, 27linear convergence, 108linear interpolation, 158linear operator, 32linear system
equivalent, 12triangular, 12
Lipschitz condition, 228
Lipschitz constant, 228Lipschitz continuous, 43local convergence, 95local discretization error, 235, 245Lotka-Volterra equations, 255lower triangular matrix, 18LR decomposition, 18L 1 norm, 41L 2 norm, 42
Mandelbrot set, 118matrix
adjoint, 6consistently ordered, 64diagonal, 16diagonalizable, 133Hermitian, 37Hessenberg, 144Hessian, 114Hilbert, 79Householder, 20irreducible, 59Jacobian, 99left triangular, 18lower triangular, 18normal, 127permutation, 19positive definite, 19, 37positive semidefinite, 37reducible, 59right triangular, 18symmetric, 19transposed, 6tridiagonal, 7unitary, 20upper triangular, 18Vandermonde, 186
matrix norm, 34maximum norm, 26, 41mean value theorem, 99midpoint rule, 206Milne-Thomson method, 245modified Newton method, 109Moore-Penrose inverse, 84multigrid methods, 74
multiplicityalgebraic, 36geometric, 36
multistep method, 243stable, 251
Neumann series, 46, 51Neville scheme, 156Newton interpolation polynomial,
155Newton method, 102
frozen, 109modified, 109
Newton-Cotes quadrature, 191,222norm, 26
equivalent, 27Euclidean, 26Frobenius, 127£1,41£2,42maximum, 26, 41stronger, 50vector, 26
normal equations, 49normal matrix, 127normed space, 26Nystrom method, 245, 296
open ball, 29open set, 28operator, 32
bijective, 46bounded,33compact, 288continuous, 32contraction, 43injective, 46linear, 32strictly coercive, 269surjective, 46
operator norm, 33ordinary differential equation, 226orthogonal, 31orthogonal projection, 48orthogonal system, 31
Index 325
orthonormal system, 31
Parseval equality, 52partial pivoting, 15Peano kernel, 221permutation matrix, 19pivot element, 14pivoting
complete, 15partial, 15
polygon method, 231polynomial
Bernoulli, 207Bernstein, 180Chebyshev, 204, 223Legendre, 205
positive definite matrix, 19, 37positive semidefinite matrix, 37power method, 133predictor corrector method, 234pre-Hilbert space, 29projection method, 272, 303pseudo-inverse, 84
QR algorithm, 133deflation, 144shift, 144
QR decomposition, 19quadratic convergence, 108quadrature
Chebyshev, 223convergent, 198Gauss-Chebyshev, 205Gauss-Legendre, 205Gauss-Lobatto, 223Gauss-Radau, 223Gaussian, 201interpolatory, 190Newton-Cotes, 191, 222Romberg, 213
quadrature points, 190quadrature weights, 190
range, 32rank one methods, 110
326 Index
Rayleigh-Ritz method, 285rectangular rule, 210reducible matrix, 59regularization parameter, 86relaxation methods, 60relaxation parameter, 61Riesz theory, 289right triangular matrix, 18Romberg quadrature, 213root condition, 249Runge-Kutta method, 241
Sassenfeld criterion, 57scalar product, 29scaling, 16Schur's inequality, 127secant method, 110semidiscrete method, 274series, 50sesquilinear function, 270
bounded, 270strictly coercive, 270
shooting method, 258multiple, 261
Simpson's rule, 192composite, 196
simultaneous displacements, 55single-step method, 234singular system, 82singular value decomposition, 82singular values, 81Sobolev space, 275span, 31spectral cutoff, 85spectral radius, 38spline, 169
cubic, 170, 175spline interpolation, 169steepest descent, 115Steffensen's method, 117strictly coercive operator, 269stronger norm, 50Sturm-Liouville problem, 274successive approximations, 44successive displacements, 57
successive overrelaxation method,62
superlinear convergence, 110surjective operator, 46symmetric matrix, 19
theoremArzela-Ascoli, 289Courant, 123Faber, 160Gerschgorin, 126Kahan, 62Lax-Milgram, 269Marcinkiewicz, 159Ostrowski, 63Picard-Lindel6f, 228Rayleigh, 122Riesz, 268Steklow, 199Szego, 198Young, 64
Tikhonov regularization, 86transposed matrix, 6trapezoidal rule, 192
composite, 196triangle inequality, 26
second,26triangular linear system, 12tridiagonal matrix, 7trigonometric interpolation poly-
nomial, 163trigonometric polynomial, 162two-grid methods, 68
uniform boundedness principle, 292unitary matrix, 20upper triangular matrix, 18
Vandermonde matrix, 186vector norm, 26Verhulst equation, 227Volterra integral equation, 228, 314
weak derivative, 275well-conditioned linear system, 81well-posed problem, 77
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