An Introduction to Wavelets Through Linear Algebra:
Gespeichert in:
1. Verfasser: | |
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Format: | Elektronisch E-Book |
Sprache: | English |
Veröffentlicht: |
New York, NY
Springer New York
1999
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Schriftenreihe: | Undergraduate Texts in Mathematics
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Schlagworte: | |
Online-Zugang: | Volltext |
Beschreibung: | Mathematics majors at Michigan State University take a "Capstone" course near the end of their undergraduate careers. The content of this course varies with each offering. Its purpose is to bring together different topics from the undergraduate curriculum and introduce students to a developing area in mathematics. This text was originally written for a Capstone course. Basicwavelettheoryisanaturaltopicforsuchacourse. Byname, wavelets date back only to the 1980s. On the boundary between mathematics and engineering, wavelet theory shows students that mathematics research is still thriving, with important applications in areas such as image compression and the numerical solution of differential equations. The author believes that the essentials of wavelet theory are suf?ciently elementary to be taught successfully to advanced undergraduates. This text is intended for undergraduates, so only a basic background in linear algebra and analysis is assumed. We do not require familiarity with complex numbers and the roots of unity. These are introduced in the ?rst two sections of chapter 1. In the remainder of chapter 1 we review linear algebra. Students should be familiar with the basic de?nitions in sections 1. 3 and 1. 4. From our viewpoint, linear transformations are the primary object of study; v Preface vi a matrix arises as a realization of a linear transformation. Many students may have been exposed to the material on change of basis in section 1. 4, but may bene?t from seeing it again. In section 1 |
Beschreibung: | 1 Online-Ressource (XVI, 503 p) |
ISBN: | 9780387226538 9780387986395 |
ISSN: | 0172-6056 |
DOI: | 10.1007/b97841 |
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spelling | Frazier, Michael W. Verfasser aut An Introduction to Wavelets Through Linear Algebra by Michael W. Frazier New York, NY Springer New York 1999 1 Online-Ressource (XVI, 503 p) txt rdacontent c rdamedia cr rdacarrier Undergraduate Texts in Mathematics 0172-6056 Mathematics majors at Michigan State University take a "Capstone" course near the end of their undergraduate careers. The content of this course varies with each offering. Its purpose is to bring together different topics from the undergraduate curriculum and introduce students to a developing area in mathematics. This text was originally written for a Capstone course. Basicwavelettheoryisanaturaltopicforsuchacourse. Byname, wavelets date back only to the 1980s. On the boundary between mathematics and engineering, wavelet theory shows students that mathematics research is still thriving, with important applications in areas such as image compression and the numerical solution of differential equations. The author believes that the essentials of wavelet theory are suf?ciently elementary to be taught successfully to advanced undergraduates. This text is intended for undergraduates, so only a basic background in linear algebra and analysis is assumed. We do not require familiarity with complex numbers and the roots of unity. These are introduced in the ?rst two sections of chapter 1. In the remainder of chapter 1 we review linear algebra. Students should be familiar with the basic de?nitions in sections 1. 3 and 1. 4. From our viewpoint, linear transformations are the primary object of study; v Preface vi a matrix arises as a realization of a linear transformation. Many students may have been exposed to the material on change of basis in section 1. 4, but may bene?t from seeing it again. In section 1 Mathematics Global analysis (Mathematics) Numerical analysis Analysis Numerical Analysis Mathematik Lineare Algebra (DE-588)4035811-2 gnd rswk-swf Wavelet (DE-588)4215427-3 gnd rswk-swf 1\p (DE-588)4151278-9 Einführung gnd-content Wavelet (DE-588)4215427-3 s Lineare Algebra (DE-588)4035811-2 s 2\p DE-604 https://doi.org/10.1007/b97841 Verlag Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
spellingShingle | Frazier, Michael W. An Introduction to Wavelets Through Linear Algebra Mathematics Global analysis (Mathematics) Numerical analysis Analysis Numerical Analysis Mathematik Lineare Algebra (DE-588)4035811-2 gnd Wavelet (DE-588)4215427-3 gnd |
subject_GND | (DE-588)4035811-2 (DE-588)4215427-3 (DE-588)4151278-9 |
title | An Introduction to Wavelets Through Linear Algebra |
title_auth | An Introduction to Wavelets Through Linear Algebra |
title_exact_search | An Introduction to Wavelets Through Linear Algebra |
title_full | An Introduction to Wavelets Through Linear Algebra by Michael W. Frazier |
title_fullStr | An Introduction to Wavelets Through Linear Algebra by Michael W. Frazier |
title_full_unstemmed | An Introduction to Wavelets Through Linear Algebra by Michael W. Frazier |
title_short | An Introduction to Wavelets Through Linear Algebra |
title_sort | an introduction to wavelets through linear algebra |
topic | Mathematics Global analysis (Mathematics) Numerical analysis Analysis Numerical Analysis Mathematik Lineare Algebra (DE-588)4035811-2 gnd Wavelet (DE-588)4215427-3 gnd |
topic_facet | Mathematics Global analysis (Mathematics) Numerical analysis Analysis Numerical Analysis Mathematik Lineare Algebra Wavelet Einführung |
url | https://doi.org/10.1007/b97841 |
work_keys_str_mv | AT fraziermichaelw anintroductiontowaveletsthroughlinearalgebra |