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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Autor principal: Michels, Volker, 1943-
Format: Livre numérique
Idioma:Anglais
Publicat: Boston, MA : Birkhäuser Boston [20..].
Cham : Springer Nature
Edició:1st ed. 2013.
Col·lecció: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
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245 1 0 |a Lectures on constructive approximation :  |b Fourier, Spline, and Wavelet methods on the real line, the sphere, and the ball   |c by Volker Michel. 
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260 |a Cham :  |b Springer Nature,  |c [20..]. 
490 0 |a Applied and Numerical Harmonic Analysis  |x 2296-5017 
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500 |a Archives Springer e-books (Licence nationale) 
500 |a Archives Springer e-books (Licence nationale) 
505 1 |a Introduction: the Problem to be Solved Part I Basics Basic Fundamentals What You Need to Know Approximation of Functions on the Real Line Part II Approximation on the Sphere Basic Aspects Fourier Analysis Spherical Splines Spherical Wavelet Analysis Spherical Slepian Functions Part III Approximation on the 3D Ball Orthonormal Bases Splines Wavelets for Inverse Problems on the 3D Ball The Regularized Functional Matching Pursuit (RFMP) References Index 
506 |a Accès en ligne pour les établissements français bénéficiaires des licences nationales 
506 |a Accès soumis à abonnement pour tout autre établissement 
506 |a Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. https://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 
520 |a 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 
538 |a Nécessite un lecteur de fichier PDF 
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