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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...
| Clasificación: | Libro Electrónico |
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| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Singapore ; River Edge, N.J. :
World Scientific,
©2001.
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| Colección: | World Scientific series in robotics and intelligent systems ;
vol. 25. |
| Temas: | |
| Acceso en línea: | Texto completo |
| Sumario: | 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, particul. |
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| Descripción Física: | 1 online resource (xvii, 225 pages) : illustrations |
| Bibliografía: | Includes bibliographical references (pages 209-219) and index. |
| ISBN: | 9789812811332 9812811338 9810246099 9789810246099 |