ENGLISH

Wavelets in soft computing

By Marc Thuillard

Book information

Publisher
World Scientific Publishing Company
Year
2001
ISBN
9789810246099, 9810246099
Language
english
Format
DJVU
Filesize
1 MB (1517407 bytes)
Series
World Scientific Series in Robotics and Intelligent Systems, 25
Pages
246\246
Time added
2009-08-06 05:14:26

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.

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