Lectures on constructive approximation : Fourier, Spline, and Wavelet methods on the real line, the sphere, and the ball

Lectures on Constructive Approximation: Fourier, Spline, and Wavelet Methods on the Real Line, the Sphere, and the Ball focuses on spherical problems as they occur in the geosciences and medical imaging. It comprises the author s lectures on classical approximation methods based on orthogonal polyno...

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Détails bibliographiques
Auteur principal: Michels, Volker, 1943-
Format: Livre numérique
Langue:Anglais
Publié: Boston, MA : Birkhäuser Boston [20..].
Cham : Springer Nature
Édition:1st ed. 2013.
Collection:Applied and Numerical Harmonic Analysis
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Edition sous un autre format:• Lectures on constructive approximation, Fourier, spline, and wavelet methods on the real line, the sphere, and the ball, Volker Michel, 2013, 1 vol. (xvi-326 p.), Applied and numerical harmonic analysis, 978-0-8176-8402-0
• Lectures on Constructive Approximation, Texte imprimé, 9780817684044
Description
Résumé:Lectures on Constructive Approximation: Fourier, Spline, and Wavelet Methods on the Real Line, the Sphere, and the Ball focuses on spherical problems as they occur in the geosciences and medical imaging. It comprises the author s lectures on classical approximation methods based on orthogonal polynomials and selected modern tools such as splines and wavelets.Methods for approximating functions on the real line are treated first, as they provide the foundations for the methods on the sphere and the ball and are useful for the analysis of time-dependent (spherical) problems. The author then examines the transfer of these spherical methods to problems on the ball, such as the modeling of the Earth s or the brain s interior. Specific topics covered include:* the advantages and disadvantages of Fourier, spline, and wavelet methods* theory and numerics of orthogonal polynomials on intervals, spheres, and balls* cubic splines and splines based on reproducing kernels* multiresolution analysis using wavelets and scaling functionsThis textbook is written for students in mathematics, physics, engineering, and the geosciences who have a basic background in analysis and linear algebra. The work may also be suitable as a self-study resource for researchers in the above-mentioned fields
Description:L'accès complet à la ressource est réservé aux usagers des établissements qui en ont fait l'acquisition
Archives Springer e-books (Licence nationale)
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Format:Nécessite un lecteur de fichier PDF
ISBN:9780817684037
ISSN:2296-5017
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