{"product_id":"approximation-theory-and-algorithms-for-armin-iske-9783030052270","title":"Approximation Theory and Algorithms for Data Analysis","description":"\u003cp\u003eThis textbook offers an accessible introduction to the theory and numerics of approximation methods, combining classical topics of approximation with recent advances in mathematical signal processing, and adopting a constructive approach, in which the development of numerical algorithms for data analysis plays an important role.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e \u003cp\u003eThe following topics are covered: \u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e \u003cp\u003e* least-squares approximation and regularization methods\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e \u003cp\u003e* interpolation by algebraic and trigonometric polynomials\u003c\/p\u003e \u003cp\u003e* basic results on best approximations\u003c\/p\u003e \u003cp\u003e* Euclidean approximation\u003c\/p\u003e \u003cp\u003e* Chebyshev approximation\u003c\/p\u003e \u003cp\u003e* asymptotic concepts: error estimates and convergence rates\u003c\/p\u003e \u003cp\u003e* signal approximation by Fourier and wavelet methods\u003c\/p\u003e \u003cp\u003e* kernel-based multivariate approximation\u003c\/p\u003e \u003cp\u003e* approximation methods in computerized tomography\u003c\/p\u003e \u003cp\u003eProviding numerous supporting examples, graphical illustrations, and carefully selected exercises, this textbook is suitable for introductory courses, seminars, and distance learning programs on approximation for undergraduate students.\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cbr\u003e\u003cp\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Armin Iske\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3030052273\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783030052270\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 01\/03\/2019\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 358\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.53lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.88d\u003c\/p\u003e","brand":"Armin Iske","offers":[{"title":"Hardcover","offer_id":44127818842367,"sku":"9783030052270","price":64.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_fb7c4769-451d-4fa4-84f1-893246c8f926.jpg?v=1687455420","url":"https:\/\/www.whiterainbookhouse.com\/products\/approximation-theory-and-algorithms-for-armin-iske-9783030052270","provider":"WR Book House","version":"1.0","type":"link"}