This and the earlier book by R.A. DeVore and G.G. Lorentz (Vol. 303 of the same series), cover the whole field of approximation of functions of one real variable. The main subject of this volume is approximation by polynomials, rational functions, splines and operators. There are excursions into the
Constructive Approximation: Advanced Problems
✍ Scribed by George G. Lorentz, Manfred v. Golitschek, Yuly Makovoz
- Publisher
- Springer
- Year
- 2011
- Tongue
- English
- Leaves
- 663
- Series
- Grundlehren der mathematischen Wissenschaften 304
- Edition
- Softcover reprint of the original 1st ed. 1996
- Category
- Library
No coin nor oath required. For personal study only.
✦ Synopsis
Constructive Approximation: Advanced Problems
Series: Grundlehren der mathematischen Wissenschaften, Vol. 304
Lorentz, George G., Golitschek, Manfred v., Makovoz, Yuly
Springer
Softcover reprint of the original 1st ed. 1996, XI, 649 pp. 10 figs.
Softcover Information 96,29 Euro
ISBN 978-3-642-64610-2
This and the earlier book by R.A. DeVore and G.G. Lorentz (Vol. 303 of the same series), cover the whole field of approximation of functions of one real variable. The main subject of this volume is approximation by polynomials, rational functions, splines and operators. There are excursions into the related fields: interpolation, complex variable approximation, wavelets, widths, and functional analysis. Emphasis is on basic results, illustrative examples, rather than on generality or special problems. A graduate student can learn the subject from different chapters of the books; for a researcher they can serve as an introduction; for applied researchers a selection of tools for their endeavours.
Content Level » Research
Related subjects » Analysis - Computational Science & Engineering
✦ Table of Contents
Cover
Grundlehren der mathematischen Wissenschaften 304
Constructive Approximation: Advanced Problems
Copyright Springer-Verlag Berlin Heidelberg 1996
ISBN 3-540-57028-4
ISBN 0-387-57028-4
SPIN: 10124042
OA221.L63 1996 515'.83--dc20
LCCN 96-298
Preface
Contents
Chapter 1. Problems of Polynomial Approximation
§ 1. Examples of Polynomials of Best Approximation
§ 2. Distribution of Alternation Points of Polynomials of Best Approximation
§ 3. Distribution of Zeros of Polynomials of Best Approximation
§ 4. Error of Approximation
§ 5. Approximation on (-oo, oo) by Linear Combinations of Functions (x - c)-1
§ 6. Weighted Approximationby Polynomials on (-oo, oo)
§ 7. Spaces of Approximation Theory
§ 8. Problems and Notes
Chapter 2. Polynomial Approximation with Constraints
§ 1. Introduction
§ 2. Growth Restrictions for the Coefficients
§ 3. Monotone Approximation
§ 4. Polynomials with Integral Coefficients
§ 5. Determination of the Characteristic Sets
§ 6. Markov-Type Inequalities
§ 7. The Inequality of Remez
§ 8. One-sided Approximation by Polynomials
§ 9. Problems
§10. Notes
Chapter 3. Incomplete Polynomials
§ 1. Incomplete Polynomials
§ 2. Incomplete Chebyshev Polynomials
§ 3. Incomplete Trigonometric Polynomials
§ 4. Sequences of Polynomials with Many Real Zeros
§ 5. Problems
§ 6. Notes
Chapter 4. Weighted Polynomials
§ 1. Essential Sets of Weighted Polynomials
§ 2. Weighted Chebyshev Polynomials
§ 3. The Equilibrium Measure
§ 4. Determination of Minimal Essential Sets
§ 5. Weierstrass Theorems and Oscillations
§ 6. Weierstrass Theorem for Freud Weights
§ 7. Problems
§ 8. Notes
Chapter 5. Wavelets and Orthogonal Expansions
§ 1. Multiresolutions and Wavelets
§ 2. Scaling Functions with a Monotone Majorant
§ 3. Periodization
§ 4. Polynomial Schauder Bases
§ 5. Orthonormal Polynomial Bases
§ 6. Problems and Notes
Chapter 6. Splines
§ 1. General Facts
§ 2. Splines of Best Approximation
§ 3. Periodic Splines
§ 4. Convergence of Some Spline Operators
§ 5. Notes
Chapter 7. Rational Approximation
§ 1. Introduction
§ 2. Best Rational Approximation
§ 3. Rational Approximation of |x|
§ 4. Approximation of ex on [-1, 1]
§ 5. Rational Approximation of e-Ic on [0, oo)
§ 6. Approximation of Classes of Functions
§ 7. Theorems of Popov
§ 8. Properties of the Operator of Best Rational Approximation in C and LP
§ 9. Approximation by Rational Functions with Arbitrary Powers
§ 10. Problems
§ 11. Notes
Chapter 8. Stahl's Theorem
§ 1. Introduction and Main Result
§ 2. A Dirichlet Problem on [1/2, l/p]
§ 3. The Second Approach to the Dirichlet Problem
§ 4. Proof of Theorem 1.1
§ 5. Notes
Chapter 9. Pad Approximation
§ 1. The Pade Table
§ 2. Convergence of the Rows of the Pade Table
§ 3. The Nuttall-Pommerenke Theorem
§ 4. Problems
§ 5. Notes
Chapter 10. Hardy Space Methods in Rational Approximation
§ 1. Bernstein-Type Inequalities for Rational Functions
§ 2. Uniform Rational Approximation in Hardy Spaces
§ 3. Approximation by Simple Functions
§ 4. The Jackson-Rusak Operator; Rational Approximation of Sums of Simple Functions
§ 5. Rational Approximation on T and on [-1, 1]
§ 6. Relations Between Spline and Rational Approximation in the Spaces LP, 0 <P < o0
§ 7. Problems
§ 8. Notes
Chapter 11. Müntz Polynomials
§ 1. Definitions and Simple Properties
§ 2. Muntz-Jackson Theorems
§ 3. An Inverse Miintz-Jackson Theorem
§ 4. The Index of Approximation
§ 5. Markov-Type Inequality for Miintz Polynomials
§ 6. Problems
§7. Notes
Chapter 12. Nonlinear Approximation
§ 1. Definitions and Simple Properties
§ 2. Varisolvent Families
§ 3. Exponential Sums
§ 4. Lower Bounds for Errors of Nonlinear Approximation
§ 5. Continuous Selections from Metric Projections
§ 6. Approximation in Banach Spaces: Suns and Chebyshev Sets
§ 7. Problems
§ 8. Notes
Chapter 13. Widths I
§ 1. Definitions and Basic Properties
§ 2. Relations Between Different Widths
§ 3. Widths of Cubes and Octahedra
§ 4. Widths in Hilb ert Spaces
§ 5. Applications of Borsuk's Theorem
§ 6. Variational Problems and Spectral Functions
§ 7. Results of Buslaev and Tikhomirov
§ 8. Classes of Differentiable Functions on an Interval
§ 9. Classes of Analytic Functions
§ 10. Problems
§ 11. Notes
Chapter 14. Widths II: Weak Asymptotics for Lipschitz Balls, Random Approximants
§ 1. Introduction
§ 2. Discretization
§ 3. Weak Equivalences for Widths. Elementary Methods
§ 4. Distribution of Scalar Products of Unit Vectors
§ 5. Kashin's Theorems
§ 6. Gaussian Measures
§ 7. Linear Widths of Finite Dimensional Balls
§ 8. Linear Widths of the Lipschitz Classes
§ 9. Problems
§ 10. Notes
Chapter 15. Entropy
§ 1. Entropy and Capacity
§ 2. Elementary Estimates
§ 3. Linear Approximation and Entropy
§ 4. Relations Between Entropy and Widths
§ 5. Entropy of Classes of Analytic Panctions
§ 6. The Birman-Solomyak Theorem
§ 7. Entropy Numbers of Operators
§ 8. Notes
Chapter 16. Convergence of Sequences of Operators
§ 1. Introduction
§ 2.. Simple Necessary and Sufficient, Conditions
§ 3. Geometric Properties of Dominating Sets
§ 4. Strict Dominating Systems; Minimal Systems; Examples
§ 5. Shadows of Sets of Continuous Functions
§ 6. Shadows in Banach Function Spaces
§ 7. Positive Contractions
§ 8. Contractions
§ 9. Notes
Chapter 17. Representation of Functions by Superpositions
§ 1. The Theorem of Kolmogorov
§ 2. Proof of the Theorems
§ 3. Functions Not Representable by Superpositions
§ 4. Linear Superpositions
§ 5. Notes
Appendix 1. Theorems of Borsuk and of Brunn-Minkowski
§ 1. Borsuk's Theorem
1.1. Introduction; Different Forms of the Theorem
1.2. Properties of the "Equators" Bk.
1.3. Partition and Triangulation of the Cube Qo. F
1.4. Proof of Theorem 1.2.
§ 2. The Brunn-Minkowski Inequality
Appendix 2. Estimates of Some Elliptic Integrals
Appendix 3. Hardy Spaces and Blaschke Products
§ 1. Hardy Spaces
§ 2. Conjugate Functions and Cauchy Integrals
§ 3. Atomic Decompositions in Hardy Spaces
§ 4. Blaschke Products
Appendix 4. Potential Theory and Logarithmic Capacity
§ 1. Logarithmic Potentials
§ 2. Equilibrium Distribution and Logarithmic Capacity
§3. The Dirichlet Problem and Green's Function
§ 4. Balayage Methods
Bibliography
A. Books on Approximation
B. Other Books
C. Articles
Author Index
Subject Index
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