Wavelets in soft computing
โ Marc Thuillard
๐ Library
๐
2001
๐ World Scientific Publishing Company
๐ English
โฆ LIBER โฆ
๐
Wavelets in soft computing
โ Scribed by Marc Thuillard
- Publisher
- World Scientific Publishing Company
- Year
- 2001
- Tongue
- English
- Leaves
- 246
- Series
- World Scientific Series in Robotics and Intelligent Systems, 25
- Category
- Library
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โฆ 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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