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Wavelets In Soft Computing
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 pe...
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| Format: | Printed Book |
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Singapore
World Scientific
2001
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| Series: | World Scientific series in robotics and intelligent systems, vol. 25.
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Table of 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.