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Interpolation Processes - Basic Theory and Applications
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Interpolation Processes - Basic Theory and Applications
von: Giuseppe Mastroianni, Gradimir Milovanovic
Springer-Verlag, 2008
ISBN: 9783540683490
452 Seiten, Download: 4236 KB
 
Format:  PDF
geeignet für: Apple iPad, Android Tablet PC's Online-Lesen PC, MAC, Laptop

Typ: B (paralleler Zugriff)

 

 
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Inhaltsverzeichnis

  Preface 6  
  Contents 9  
  Constructive Elements and Approaches in Approximation Theory 13  
     Introduction to Approximation Theory 13  
        Basic Notions 13  
        Algebraic and Trigonometric Polynomials 16  
        Best Approximation by Polynomials 19  
        Chebyshev Polynomials 21  
           Basic Properties 21  
           Differential Equation 22  
           Zeros and Extremal Points 23  
           Chebyshev Polynomials in the Complex Plane 24  
           Some Other Relations 25  
           Orthogonality 26  
        Chebyshev Extremal Problems 26  
           The Extremal Problem in the Uniform Norm 26  
           The Extremal Problem in L1-norm 28  
        Chebyshev Alternation Theorem 29  
           Some Classical Special Cases 31  
        Numerical Methods 32  
     Basic Facts on Trigonometric Approximation 36  
        Trigonometric Kernels 36  
        Fourier Series and Sums 42  
        Moduli of Smoothness, Best Approximation and Besov Spaces 44  
     Chebyshev Systems and Interpolation 50  
        Chebyshev Systems and Spaces 50  
        Algebraic Lagrange Interpolation 51  
        Trigonometric Interpolation 52  
        Riesz Interpolation Formula 56  
        A General Interpolation Problem 58  
     Interpolation by Algebraic Polynomials 60  
        Representations and Computation of Interpolation Polynomials 60  
        Interpolation Array and Lagrange Operators 63  
        Interpolation Error for Some Classes of Functions 66  
           The Error in the Class of Continuous-Differentiable Functions 66  
           The Error in the Class of Analytic Functions 67  
        Uniform Convergence in the Class of Analytic Functions 68  
        Bernstein's Example of Pointwise Divergence 73  
        Lebesgue Function and Some Estimates for the Lebesgue Constant 75  
           Equidistant Nodes 76  
           Chebyshev Nodes 77  
        Algorithm for Finding Optimal Nodes 80  
  Orthogonal Polynomials and Weighted Polynomial Approximation 86  
     Orthogonal Systems and Polynomials 86  
        Inner Product Space and Orthogonal Systems 86  
        Fourier Expansion and Best Approximation 88  
        Examples of Orthogonal Systems 90  
           Trigonometric System 90  
           Chebyshev Polynomials 90  
           Orthogonal Polynomials on the Unit Circle 91  
           Orthogonal Polynomials on the Unit Disk 91  
           Orthogonal Polynomials on the Ellipse 91  
           Malmquist-Takenaka System of Rational Functions 92  
           Polynomials Orthogonal on the Radial Rays 92  
           Müntz Orthogonal Polynomials 93  
           Müntz Orthogonal Polynomials of the Second Kind 95  
           Generalized Exponential Polynomials 96  
           Discrete Chebyshev Polynomials 96  
           Formal Orthogonal Polynomials with Respect to a Moment Functional 97  
        Basic Facts on Orthogonal Polynomials and Extremal Problems 100  
        Zeros of Orthogonal Polynomials 104  
     Orthogonal Polynomials on the Real Line 106  
        Basic Properties 106  
           Three-Term Recurrence Relations 107  
           Christoffel's Formulae 109  
           Zeros 110  
           Some Special Weights 112  
        Asymptotic Properties of Orthogonal Polynomials 114  
           Bernstein-Szego Identities 119  
           The Fokas-Its-Kitaev (Riemann-Hilbert) Identity 120  
           Rakhmanov's Identity 122  
        Associated Polynomials and Christoffel Numbers 122  
           Associated Polynomials 122  
           Stieltjes Transform of the Measure and Christoffel Numbers 125  
           Markov's Moment Problem 127  
        Functions of the Second Kind and Stieltjes Polynomials 128  
     Classical Orthogonal Polynomials 132  
        Definition of the Classical Orthogonal Polynomials 132  
        General Properties of the Classical Orthogonal Polynomials 135  
        Generating Function 139  
        Jacobi Polynomials 142  
           Special Cases 144  
           Zeros 146  
           Inequalities and Asymptotics 147  
           Christoffel Function and Christoffel Numbers 150  
        Generalized Laguerre Polynomials 151  
           Zeros 152  
           Inequalities 153  
           Christoffel Function and Christoffel Numbers 155  
        Hermite Polynomials 156  
     Nonclassical Orthogonal Polynomials 157  
        Semi-classical Orthogonal Polynomials 157  
        Generalized Gegenbauer Polynomials 158  
        Generalized Jacobi Polynomials 159  
        Sonin-Markov Orthogonal Polynomials 163  
        Freud Orthogonal Polynomials 165  
           Mhaskar-Rakhmanov-Saff Number 165  
           Basic Properties of Freud Polynomials 166  
           Strong Asymptotics 168  
        Orthogonal Polynomials with Respect to Abel, Lindelöf, and Logistic Weights 170  
        Strong Non-classical Orthogonal Polynomials 170  
        Numerical Construction of Orthogonal Polynomials 171  
           Modified Chebyshev Algorithm 171  
           Discretized Stieltjes-Gautschi Procedure 173  
     Weighted Polynomial Approximation 177  
        Weighted Functional Spaces, Moduli of Smoothness and K-functionals 177  
        Weighted Best Polynomial Approximation on [-1,1] 181  
        Weighted Approximation on the Semi-axis 185  
           Weighted K-functionals and Moduli of Smoothness 186  
           Weighted Best Polynomial Approximation 187  
           Weighted Besov Type Spaces 188  
        Weighted Approximation on the Real Line 189  
        Weighted Polynomial Approximation of Functions Having Isolated Interior Singularities 193  
  Trigonometric Approximation 204  
     Approximating Properties of Operators 204  
        Approximation by Fourier Sums 204  
        Approximation by Fejér and de la Vallée Poussin Means 206  
     Discrete Operators 208  
        A Quadrature Formula 208  
        Discrete Versions of Fourier and de la Vallée Poussin Sums 213  
        Marcinkiewicz Inequalities 216  
        Uniform Approximation 221  
        Lagrange Interpolation Error in Lp 223  
        Some Estimates of the Interpolation Errors in L1-Sobolev Spaces 232  
        The Weighted Case 235  
  Algebraic Interpolation in Uniform Norm 245  
     Introduction and Preliminaries 245  
        Interpolation at Zeros of Orthogonal Polynomials 245  
        Some Auxiliary Results 249  
     Optimal Systems of Nodes 258  
        Optimal Systems of Knots on [-1,1] 258  
           Interpolation at Jacobi Abscissas 258  
           Interpolation at the ``Practical Abscissas'' 259  
        Additional Nodes Method with Jacobi Zeros 262  
        Other ``Optimal'' Interpolation Processes 274  
           Interpolation with Associated Polynomials 274  
           Interpolation at Stieltjes Zeros 276  
           Extended Interpolation 276  
        Some Simultaneous Interpolation Processes 278  
     Weighted Interpolation 281  
        Weighted Interpolation at Jacobi Zeros 281  
        Lagrange Interpolation in Sobolev Spaces 286  
        Interpolation at Laguerre Zeros 288  
        Interpolation at Hermite Zeros 297  
        Interpolation of Functions with Internal Isolated Singularities 302  
           Interpolation Processes on Bounded Intervals 305  
           Interpolation Processes on Unbounded Intervals 316  
           Numerical Examples 319  
  Applications 329  
     Quadrature Formulae 329  
        Introduction 329  
        Some Remarks on Newton-Cotes Rules with Jacobi Weights 332  
        Gauss-Christoffel Quadrature Rules 334  
           Gauss-Christoffel Quadratures for the Classical Weights 334  
           Computation of Gauss-Christoffel Quadratures 335  
        Gauss-Radau and Gauss-Lobatto Quadrature Rules 338  
           Gauss-Radau Quadrature Formula 339  
           Gauss-Lobatto Quadrature Formula 340  
        Error Estimates of Gaussian Rules for Some Classes of Functions 342  
           Error Estimates for Analytic Functions 344  
           Error Estimates for Some Classes of Continuous Functions 347  
           Error Estimates for Gauss-Laguerre Formula 351  
           Error Estimates for Freud-Gaussian Rules 353  
        Product Integration Rules 355  
        Integration of Periodic Functions on the Real Line with Rational Weight 360  
     Integral Equations 372  
        Some Basic Facts 372  
        Fredholm Integral Equations of the Second Kind 379  
           Locally Smooth Kernels 380  
           Numerical Examples 386  
           Weakly Singular Kernels 389  
        Nyström Method 392  
     Moment-Preserving Approximation 395  
        The Standard L2-Approximation 395  
           Generalization 397  
        The Constrained L2-Polynomial Approximation 398  
        Moment-Preserving Spline Approximation 399  
           Approximation on [0,+) 399  
           Approximation on a Compact Interval 405  
     Summation of Slowly Convergent Series 407  
        Laplace Transform Method 408  
        Contour Integration Over a Rectangle 411  
        Remarks on Some Slowly Convergent Power Series 421  
  References 424  
  Index 445  


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