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Ishtiaq, Amna: Grid points and generalized discrepancies on the d-dimensional ball. 2018
Inhalt
Acknowledgements
Abstract
Zusammenfassung
Introduction
Contents
Chapter 1 - Preliminaries
1.1 Notations
1.2 Orthogonal Polynomials
1.3 Spherical Harmonics
1.4 Orthonormal Systems on the Ball
1.5 Statistical Preliminaries
Chapter 2 - Quadrature Points on the Ball
2.1 Pseudodifferential Operators on the Ball
2.2 Generalized Discrepancy
2.3 Weighted Grid Point Approximation
2.4 Operators and Eigenvalues
Chapter 3 - Construction of Point Grids and Discrepancy Estimates
3.1 Modified Point Grids
3.2 Weighted Discrepancy Estimates
Chapter 4 - Lower Discrepancy Point Grids
4.1 Algorithms for the Point Grids
4.2 BFGS Method
Chapter 5 - Statistical Computation
5.1 Asymptotic Properties of Generalized Discrepancy
5.2 Computation of Asymptotic Distribution
Chapter 6 - Generalization to Higher Dimensions
6.1 Basic Notations
6.2 Spherical Harmonics in d Dimensions
6.3 Orthonormal Systems in d Dimensions
6.4 Differential Operators for Orthonormal Systems on BdR
6.5 Sobolev Space on BdR
6.6 Discrepancy in Higher Dimensions
6.7 Numerical Properties of the Generalized Discrepancy
Chapter 7 - Numerical Tests: Numerical Integration
Chapter 8 - Conclusions and Outlook
8.1 Summary
8.2 Outlook for Future Investigations
Bibliography