Sparse polynomial approximation of high-dimensional functions / Ben Adcock, Simone Brugiapaglia, Clayton G. Webster
Mitwirkende(r): Resource type: Ressourcentyp: Buch (Online)Buch (Online)Sprache: Englisch Reihen: Computational science & engineering ; 25Verlag: Philadelphia, Pennsylvania : Society for Industrial and Applied Mathematics, [2022]Beschreibung: 1 Online-Ressource (xviii, 292 pages)ISBN:- 9781611976885
- Multivariate Approximation
- Hochdimensionales System
- Polynomapproximation
- Schwach besetzte Matrix
- Komprimierte Abtastung
- Anisotropie
- Holomorphe Funktion
- Approximation theory
- MATHEMATICS / Numerical Analysis
- MATHEMATICS / Applied
- MATHEMATICS / Complex Analysis
- MATHEMATICS / Probability & Statistics / Multivariate Analysis
- COMPUTERS / Data Science / General
- high-dimensional approximation
- polynomial approximation
- sparsity
- least squares
- compressed sensing
- sample complexity
- parametric models
- Monte Carlo sampling
- uncertainty quantification
- holomorphic functions
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