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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριος συγγραφέας: Gegov, Alexander (Συγγραφέας)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2007.
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.