Wavelets in prediction

Name: Wavelets in prediction
Brand: Scholars' Press
SKU: 9783639768442
Price: 1337 CZK
Availability: InStock

Autor: Hada -Dyduch Monika

Jazyk:

Vazba: Brožovaná

Vydavatel: Scholars' Press

Dostupnost: Skladem u dodavatele

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This book presents elements of wavelet theory. Wavelets' properties and their application to the pre...

Informace o knize

Autor

Hada -Dyduch Monika

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2015

Stránek

144

EAN

9783639768442

ISBN

3639768442

Enbook ID

09542567

Vydavatel

Scholars' Press

Hmotnost

222

Rozměry

152 x 229 x 10

Kompletní popis

This book presents elements of wavelet theory. Wavelets' properties and their application to the prediction have been presented in synthetic and comprehensible way. One-dimensional and two-dimensional Haar wavelet and Daubechies wavelet have been described. Algorithm of Daubechies wavelet construction and wavelet transform with application to the non-complicated numerical example have been explicated in detail. In addition to a concise and comprehensive theoretical basis about wavelets, the book contains detail description of author's algorithm for time series prediction based on wavelet analysis and artificial neural networks. Author's algorithm has been described theoretically and mathematically, together with simulation in Matlab computer program. The book is intended for students, graduate students, researchers and all persons interested in issues of wavelets and their applications.

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Wavelets in prediction

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