Approximation Theory: From Taylor Polynomials to Wavelets by Ole Christensen

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By Ole Christensen

This concisely written booklet offers an effortless creation to a classical zone of mathematics—approximation theory—in a fashion that clearly ends up in the trendy box of wavelets. The exposition, pushed by means of principles instead of technical info and proofs, demonstrates the dynamic nature of arithmetic and the effect of classical disciplines on many parts of recent arithmetic and functions.

Key positive aspects and issues:

* Description of wavelets in phrases instead of mathematical symbols

* trouble-free creation to approximation utilizing polynomials (Weierstrass’ and Taylor’s theorems)

* advent to countless sequence, with emphasis on approximation-theoretic aspects

* advent to Fourier analysis

* various classical, illustrative examples and constructions

* dialogue of the position of wavelets in electronic sign processing and information compression, resembling the FBI’s use of wavelets to shop fingerprints

* minimum necessities: user-friendly calculus

* workouts that could be utilized in undergraduate and graduate classes on limitless sequence and Fourier series

Approximation idea: From Taylor Polynomials to Wavelets can be an outstanding textbook or self-study reference for college students and teachers in natural and utilized arithmetic, mathematical physics, and engineering. Readers will locate motivation and history fabric pointing towards complex literature and study themes in natural and utilized harmonic research and comparable areas.

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Extra resources for Approximation Theory: From Taylor Polynomials to Wavelets

Example text

In fact the example exhibits a function I for which the Taylor series 2:~=0 f(~lO) xn converges for all x E JR, but with a sum which does not equal I{x) for all x E lR. , the functions that are complex differentiable). g. [7]. 5 General infinite sums of functions As we have seen, a power series consists of infinite sums of terms anx n , n E N. Since not all functions have a representation of this type, it is natural also to consider infinite sums of other types of "simple" functions. More generally, we will consider a family of functions 10,11, h, ...

5 introduces Fom:ier series on complex form, which is a very convenient rewriting of the series in terms of complex exponential functions; we will stick to this format in the rest of the chapter. , the question of how fast the O. , Approximation Theory © Springer Science+Business Media New York 2004 52 3 Fourier Analysis coefficients in the Fourier series tend to zero). 8 deals with best N -term approximation, which is a method to obtain efficient approximations of infinite series using as few terms as possible.

4 An alternating series for which the sequence {bn}~1 decreases monotonically to zero, is convergent, and for all N E N, 00 N n=l n=1 L) -It-Ibn - 2:) -It-Ibn ~ bN+1. 4, the series f)-It-l~ n=l is convergent. 3, the series is not absolutely convergent. As already mentioned, this implies that for any given number S we can reorder the infinite series so that we obtain a convergent series with sum equal to S. Furthermore, it can be reordered so we obtain a divergent ~~. 4 are efficient tools to approximate infinite sums, whenever they apply.

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