Articles liés à Wavelets in prediction: Theory, Method, Simulation

Wavelets in prediction: Theory, Method, Simulation - Couverture souple

Hadaś-Dyduch, Monika

 
9783639768442: Wavelets in prediction: Theory, Method, Simulation
Couverture souple
ISBN 10 : 3639768442 ISBN 13 : 9783639768442
Editeur : Scholars' Press, 2015

Synopsis

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

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.

Biographie de l'auteur

Ph.D. Eng. Monika Hadaś-Dyduch is an employee at the University of Economics in Katowice, Poland. Her current position is Assistant Professor.She is a graduate Faculty of Mathematics and Physics at the Silesian University of Technology in Gliwice, Poland. Her interests oscillate around artificial neural networks, prediction and capital investment.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Scholars' Press
Date d'édition
2015
Langue
anglais
ISBN 10 
3639768442
ISBN 13 
9783639768442
Reliure
Broché
Nombre de pages
144
Coordonnées du fabricant
non disponible
Personne responsable
non disponible