Wavelets in prediction

Name: Wavelets in prediction
Brand: Scholars' Press
SKU: 9783639768442
Price: 58.74 EUR
Availability: InStock

Autor: Hada -Dyduch Monika

Jazyk:

Väzba: Brožovaná

Vydavateľ: Scholars' Press

Dostupnosť: Skladom u dodávateľa

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58.74 €

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

Informácie o knihe

Autor

Hada -Dyduch Monika

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2015

Stránok

144

EAN

9783639768442

ISBN

3639768442

Enbook ID

09542567

Vydavateľ

Scholars' Press

Hmotnosť

222

Rozmery

152 x 229 x 10

Kompletný 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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