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Birkhäuser - Birkhäuser Mathematics | Approximation Theory - From Taylor Polynomials to Wavelets

Approximation Theory

From Taylor Polynomials to Wavelets

Christensen, Ole, Christensen, Khadija Laghrida

2004, XI, 156 p.

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This concisely written book gives an elementary introduction to a classical area of mathematics—approximation theory—in a way that naturally leads to the modern field of wavelets. The exposition, driven by ideas rather than technical details and proofs, demonstrates the dynamic nature of mathematics and the influence of classical disciplines on many areas of modern mathematics and applications.

Key features and topics:

* Description of wavelets in words rather than mathematical symbols

* Elementary introduction to approximation using polynomials (Weierstrass’ and Taylor’s theorems)

* Introduction to infinite series, with emphasis on approximation-theoretic aspects

* Introduction to Fourier analysis

* Numerous classical, illustrative examples and constructions

* Discussion of the role of wavelets in digital signal processing and data compression, such as the FBI’s use of wavelets to store fingerprints

* Minimal prerequisites: elementary calculus

* Exercises that may be used in undergraduate and graduate courses on infinite series and Fourier series

Approximation Theory: From Taylor Polynomials to Wavelets will be an excellent textbook or self-study reference for students and instructors in pure and applied mathematics, mathematical physics, and engineering. Readers will find motivation and background material pointing toward advanced literature and research topics in pure and applied harmonic analysis and related areas.

Content Level » Graduate

Keywords » Fourier transform - Haar wavelet - Symbol - data compression - harmonic analysis - signal analysis - signal processing

Related subjects » Birkhäuser Engineering - Birkhäuser Mathematics

Table of contents 

Preface.- Approximation with Polynomials.- Infinite Series.- Fourier Analysis.- Wavelets and Applications.- Wavelets and their Mathematical Properties.- Appendix A.- Appendix B.- Appendix C.- Appendix D.- References.- Index

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