eBook - PDF
Wavelets In Soft Computing
Marc Thuillard
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- 248 pages
- English
- PDF
- Available on iOS & Android
eBook - PDF
Wavelets In Soft Computing
Marc Thuillard
Book details
Table of contents
Citations
About This Book
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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Information
Topic
Ciencias biológicasSubtopic
Ciencias en generalTable of contents
- Contents
- Foreword
- Acknowledgements
- Part I Introduction To Wavelet Theory
- Part II Preprocessing: The Multiresolution Approach
- Part III Spline-Based Wavelets Approximation And Compression Algorithms
- Part IV Automatic Generation Of A Fuzzy System With Wavelet Based Methods
- Part V On-Line Learning
- Part VI Nonparametric Wavelet-Based Estimation And Regression Techniques
- Part VII Developing Intelligent Products
- Part VIII Genetic Algorithms And Multiresolution
- Annexes Lifting Scheme Nonlinear Wavelets
- References
- Index
Citation styles for Wavelets In Soft Computing
APA 6 Citation
Thuillard, M. (2001). Wavelets In Soft Computing ([edition unavailable]). World Scientific Publishing Company. Retrieved from https://www.perlego.com/book/849038/wavelets-in-soft-computing-pdf (Original work published 2001)
Chicago Citation
Thuillard, Marc. (2001) 2001. Wavelets In Soft Computing. [Edition unavailable]. World Scientific Publishing Company. https://www.perlego.com/book/849038/wavelets-in-soft-computing-pdf.
Harvard Citation
Thuillard, M. (2001) Wavelets In Soft Computing. [edition unavailable]. World Scientific Publishing Company. Available at: https://www.perlego.com/book/849038/wavelets-in-soft-computing-pdf (Accessed: 14 October 2022).
MLA 7 Citation
Thuillard, Marc. Wavelets In Soft Computing. [edition unavailable]. World Scientific Publishing Company, 2001. Web. 14 Oct. 2022.