| Titre : | Integration of fuzzy logic and chaos theory |
| Auteurs : | Li, Zhong, Directeur de publication ; Wolfgang A. (1951-....) Halang, Directeur de publication ; Guanrong Chen, Directeur de publication |
| Type de document : | texte imprimé |
| Editeur : | Berlin ; London ; New York : Springer, 2006 |
| Collection : | Studies in Fuzziness and Soft Computing |
| ISBN/ISSN/EAN : | 978-3-540-26899-4 |
| Format : | VIII, 625 p. / ill. / 24 cm |
| Note générale : | Bibliogr. en fin de chapitre |
| Langues : | Anglais |
| Index. décimale : | 681.51 (Systemes de régulation automatique en général.caractéristiques techniques de la cybernétique ) |
| Tags : | Algorithms Chaos theory Control Fuzzy control Fuzzy logic |
| Résumé : | This book attempts to present some current research progress and results on the interplay of fuzzy logic and chaos theory. More specifically, this book includes a collections of some state-of-the-art surveys, tutorials, and application examples written by some experts working in the interdisciplinary fields overlapping fuzzy logic and chaos theory. The content of the book covers fuzzy definition of chaos, fuzzy modeling and control of chaotic systems using both Mamdani and Takagi-Sugeno models, fuzzy model identification using genetic algorithms and neural network schemes, bifurcation phenomena and self-referencing in fuzzy systems, complex fuzzy systems and their collective behaviours, as well as some applications of combining fuzzy logic and chaotic dynamics, such as fuzzy-chaos hybrid controllers for nonlinear dynamic systems, and fuzzy-model-based chaotic cryptosystems. This book can serve as a handy reference for researchers working in the interdisciplines related, among others, to both fuzzy logic and chaos theory. |
| Note de contenu : |
Summary :
1. Beyond the Li-Yorke definition of chaos 2. Chaotic dynamics with fuzzy systems 3. Fuzzy modeling and control of chaotic systems 4. Fuzzy model identification using a hybrid mGA scheme with application to chaotic system modeling 5. Fuzzy control of chaos.- Chaos control using fuzzy controllers 6. Digital fuzzy set-point regulated chaotic systems: An intelligent digital redesign approach 7. Anti-control of chaos for Takagi-Sugeno fuzzy systems 8. Fuzzy chaos synchronization via sampled driving signals 9. Bifurcation phenomena in elementary Takagi-Sugeno fuzzy systems 10. Self-reference, chaos, and fuzzy logic 11. Chaotic behaviour in recurrent Takagi-Sugeno models 12. A theory of fuzzy chaos for simulation and control of nonlinear systems 13. Complex fuzzy systems and their collective behaviour 14. Real-time identification and forecasting of chaotic time series using hybrid systems of computational intelligence 15. Fuzzy-chaos hybrid controllers for nonlinear dynamic systems 16. Fuzzy model-based chaotic cryptosystems 17. Evolution of complexity 18. Problem solving via fuzziness-based coding of continuous constraints yielding synergetic and chaos-dependent origination structures 19. Some applications of fuzzy dynamic models with chaotic properties |
| ISBN 13 : | 978-3540268994 |
| En ligne : | http://www.springerlink.com/content/978-3-540-26899-4/#section=482837&page=1 |
Exemplaires (1)
| Cote | Support | Localisation | Section | Disponibilité | Etat_Exemplaire |
|---|---|---|---|---|---|
| 681.51 INT | Papier | Bibliothèque Centrale | Automatique | Disponible | Consultation sur place |
