Complexity Management in Fuzzy Systems : A Rule Base Compression Approach
This book presents a systematic study on the inherent complexity in fuzzy systems, resulting from the large number and the poor transparency of the fuzzy rules. The study uses a novel approach for complexity management, aimed at compressing the fuzzy rule base by removing the redundancy while preser...
Spremljeno u:
| Glavni autor: | |
|---|---|
| Format: | Livre numérique |
| Jezik: | Anglais |
| Izdano: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
2007.
Cham : Springer Nature |
| Serija: | Studies in Fuzziness and Soft Computing
211 |
| Online pristup: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Bilješka: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Complexity Management in Fuzzy Systems, Texte imprimé, 9783540388838 • Complexity Management in Fuzzy Systems, Texte imprimé, 9783540828655 • Complexity Management in Fuzzy Systems, Texte imprimé, 9783642072512 |
Sadržaj:
- Basic Types of Fuzzy Rule Based Systems
- Rule Base Reduction Methods for Fuzzy Systems
- Formal Presentation of Fuzzy Rule Based Systems
- Formal Manipulation of Fuzzy Rule Based Systems
- Formal Manipulation with Special Rule Bases
- Formal Transformation of Fuzzy Rule Based Systems
- Formal Transformation of Feedback Rule Bases
- Formal Simplification of Fuzzy Rule Based Systems
- Conclusion.