Type-2 fuzzy logic : theory and applications
This book describes new methods for building intelligent systems using type-2 fuzzy logic and soft computing techniques. Soft Computing (SC) consists of several computing paradigms, including type-1 fuzzy logic, neural networks, and genetic algorithms, which can be used to create powerful hybrid int...
Gorde:
| Egile Nagusiak: | , |
|---|---|
| Formatua: | Livre numérique |
| Hizkuntza: | Anglais |
| Argitaratua: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
[20..].
Cham : Springer Nature |
| Edizioa: | 1st ed. 2008. |
| Saila: | Studies in Fuzziness and Soft Computing
223 |
| Sarrera elektronikoa: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Oharra: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Type-2 Fuzzy Logic: Theory and Applications, Texte imprimé, 9783642095139 • Type-2 Fuzzy Logic: Theory and Applications, Texte imprimé, 9783540845461 • Type-2 Fuzzy Logic: Theory and Applications, Texte imprimé, 9783540762836 |
Aurkibidea:
- 1 Introduction to Type-2 Fuzzy Logic 2 Type-1 Fuzzy Logic 3 Type-2 Fuzzy Logic 4 A Method for Type-2 Fuzzy Inference in Control Applications 5 Design of Intelligent Systems with Interval Type-2 Fuzzy Logic 6 Method for Response Integration in Modular Neural Networks with Type-2 Fuzzy Logic 7 Type-2 Fuzzy Logic for Improving Training Data and Response Integration in Modular Neural Networks for Image Recognition 8 Fuzzy Inference Systems Type-1 and Type-2 for Digital Images Edge Detection 9 Systematic Design of a Stable Type-2 Fuzzy Logic Controller 10 Experimental Study of Intelligent Controllers Under Uncertainty Using Type-1 and Type-2 Fuzzy Logic 11 Evolutionary Optimization of Interval Type-2 Membership Functions Using the Human Evolutionary Model 12 Design of Fuzzy Inference Systems with the Interval Type-2 Fuzzy Logic Toolbox 13 Intelligent Control of the Pendubot with Interval Type-2 Fuzzy Logic 14 Automated Quality Control in Sound Speakers Manufacturing Using a Hybrid Neuro-fuzzy-Fractal Approach 15 A New Approach for Plant Monitoring Using Type-2 Fuzzy Logic and Fractal Theory 16 Intelligent Control of Autonomous Robotic Systems Using Interval Type-2 Fuzzy Logic and Genetic Algorithms 17 Adaptive Noise Cancellation Using Type-2 Fuzzy Logic and Neural Networks.