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...
Guardat en:
| Autors principals: | , |
|---|---|
| Format: | Livre numérique |
| Idioma: | Anglais |
| Publicat: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
[20..].
Cham : Springer Nature |
| Edició: | 1st ed. 2012. |
| Col·lecció: | SpringerBriefs in Computational Intelligence
1 |
| Accés en línia: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Nota: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Recent Advances in Interval Type-2 Fuzzy Systems, Texte imprimé, 9783642289552 • Recent Advances in Interval Type-2 Fuzzy Systems, Texte imprimé, 9783642289576 |
Taula de continguts:
- 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