
Wavelets In Soft Computing
Marc Thuillard(Author)
World Scientific Publishing Co Pte Ltd
Will be published approx. on 18. June 2001
Book
Hardback
248 pages
978-981-02-4609-9 (ISBN)
Description
This book presents the state of integration of wavelet theory and multiresolution analysis into soft computing. It is the first book on hybrid methods combining wavelet analysis with fuzzy logic, neural networks or genetic algorithms. Much attention is given to new approaches (fuzzy-wavelet) that permit one to develop, using wavelet techniques, linguistically interpretable fuzzy systems from data. The book also introduces the reader to wavelet-based genetic algorithms and multiresolution search. A special place is given to methods that have been implemented in real world applications, particularly the different techniques combining fuzzy logic or neural networks with wavelet theory.
More details
Series
Language
English
Place of publication
Singapore
Singapore
Target group
College/higher education
Professional and scholarly
Product notice
sewn/stitched
Cloth over boards
Dimensions
Height: 257 mm
Width: 174 mm
Thickness: 20 mm
Weight
608 gr
ISBN-13
978-981-02-4609-9 (9789810246099)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Person
Content
Introduction to wavelet theory; pre-processing - the multiresolution approach; spline-based wavelets approximation and compression algorithms; automatic generation of a fuzzy system with wavelet based methods; on-line learning; nonparametric wavelet-based estimation and regression techniques; developing intelligent products; genetic algorithms and multiresolution.