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Quasi-Interpolation

Autor Martin Buhmann, Janin Jäger
en Limba Engleză Hardback – 3 mar 2022
Quasi-interpolation is one of the most useful and often applied methods for the approximation of functions and data in mathematics and applications. Its advantages are manifold: quasi-interpolants are able to approximate in any number of dimensions, they are efficient and relatively easy to formulate for scattered and meshed nodes and for any number of data. This book provides an introduction into the field for graduate students and researchers, outlining all the mathematical background and methods of implementation. The mathematical analysis of quasi-interpolation is given in three directions, namely on the basis (spline spaces, radial basis functions) from which the approximation is taken, on the form and computation of the quasi-interpolants (point evaluations, averages, least squares), and on the mathematical properties (existence, locality, convergence questions, precision). Learn which type of quasi-interpolation to use in different contexts and how to optimise its features to suit applications in physics and engineering.
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Specificații

ISBN-13: 9781107072633
ISBN-10: 1107072638
Pagini: 290
Dimensiuni: 170 x 244 x 18 mm
Greutate: 0.66 kg
Ediția:Nouă
Editura: Cambridge University Press
Locul publicării:New York, United States

Cuprins

1. Introduction; 2. Generalities on quasi-interpolation; 3. Univariate RBF quasi-interpolants; 4. Spline quasi-interpolants; 5. Quasi-interpolants for periodic functions; 6. Multivariate spline quasi-interpolants; 7. Multivariate quasi-interpolants: construction in n dimensions; 8. Quasi-interpolation on the sphere; 9. Other quasi-interpolants and wavelets; 10. Special cases and applications; References; Index.

Descriere

Delve into an in-depth description and analysis of quasi-interpolation, starting from various areas of approximation theory.