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...
Κύριος συγγραφέας: | |
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Συγγραφή απο Οργανισμό/Αρχή: | |
Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
Γλώσσα: | English |
Έκδοση: |
Berlin, Heidelberg :
Springer Berlin Heidelberg,
2007.
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Σειρά: | Studies in Fuzziness and Soft Computing,
211 |
Θέματα: | |
Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- 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.