Small quarto in dark blue boards; xvii, 225 pages: illustrations; 26 cm. Includes bibliographical references (pages 209-219) and index. World Scientific series in robotics and intelligent systems, vol. 25. Contents: pt. I. Introduction to Wavelet Theory -- pt. II. Preprocessing: The Multiresolution Approach -- pt. III. Spline-Based Wavelets Approximation and Compression Algorithms -- pt. IV. Automatic Generation of a Fuzzy System with Wavelet Based Methods -- pt. V. On-Line Learning -- pt. VI. Nonparametric Wavelet-Based Estimation and Regression Techniques -- pt. VII. Developing Intelligent Products -- pt. VIII. Genetic Algorithms and Multiresolution -- Annexes Lifting scheme, nonlinear wavelets. Wavelets (Mathematics) Soft computing. Informatique douce. Ondelettes. Soft computing. Wavelets (Mathematics) Soft Computing. Wavelet. Informatique douce. Ondelettes. Soft Computing. Wavelet. Fine but for small approx. 1 x 1 inch area of spine label removel tearing to front board near spine foot. No jacket.

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Bibliographic Details

Title

Wavelets in Soft Computing

Publisher

World Scientific, Singapore ; River Edge, N.J.

Publication Date

2001

Language

English

ISBN 10

9810246099

ISBN 13

9789810246099

Binding

Hardcover

Condition

Fine

Seller catalogs

Science, Technology & Computers

About this title

Synopsis

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.

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