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Recent Advances in Interval Type-2 Fuzzy Systems
This book reviews current state of the art methods for building intelligent systems using type-2 fuzzy logic and bio-inspired optimization techniques. Combining type-2 fuzzy logic with optimization algorithms, powerful hy-brid intelligent systems have been built using the advantages that each techni...
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
2012.
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| Edición: | 1st ed. 2012. |
| Colección: | SpringerBriefs in Computational Intelligence,
1 |
| Temas: | |
| Acceso en línea: | Texto Completo |
Tabla de Contenidos:
- Introduction
- Type-2 Fuzzy Logic Systems
- Bio-Inspired Optimization Methods
- Overview of Genetic Algorithms Applied in the Optimization of Type-2 Fuzzy Systems
- Particle Swarm Optimization in the Design of Type-2 Fuzzy Systems
- Ant Colony Optimization Algorithms for the Design of Type-2 Fuzzy Systems
- Other Methods for Optimization of Type-2 Fuzzy Systems
- Simulation Results Illustrating the Optimization of Type-2 Fuzzy Controllers
- Genetic Optimization of Interval Type-2 Fuzzy Sys-tems for Hardware Implementation on FPGAs
- General Overview of the Area and Future Trends.