Learning and soft computing support vector machines, neural networks, and fuzzy logic models
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| Main Author | |
|---|---|
| Format | Electronic eBook |
| Language | English |
| Published |
Cambridge, Mass. :
MIT Press,
2001.
|
| Series | Complex adaptive systems.
|
| Subjects | |
| Online Access | Full text |
| ISBN | 9780262256513 |
| Physical Description | 1 online zdroj (xxxii, 541 pages) : illustrations. |
Cover
Table of Contents:
- 1. Learning and soft computing : rationale, motivations, needs, basics
- 2. Support vector machines
- 3. Single-layer networks
- 4. Multilayer perception
- 5. Radial basis function networks
- 6. Fuzzy logic systems
- 7. Case studies
- 8. Basic nonlinear optimization methods
- 9. Mathematical tools of soft computing.