Alexander Gegov
Springer Berlin Heidelberg
e druk, 2007
9783540388838
Complexity Management in Fuzzy Systems
A Rule Base Compression Approach
Specificaties
Gebonden, blz.
|
Engels
Springer Berlin Heidelberg |
e druk, 2007
ISBN13: 9783540388838
Rubricering
Onderdeel van serie
Studies in Fuzziness and Soft Computing
Verwachte levertijd ongeveer 9 werkdagen
Samenvatting
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 preserving the solution. The compression is based on formal methods for presentation, manipulation, transformation and simplification of fuzzy rule bases.
Specificaties
ISBN13:9783540388838
Taal:Engels
Bindwijze:gebonden
Uitgever:Springer Berlin Heidelberg
Hoofdrubriek:Automatisering algemeen, Computer en informatica
Inhoudsopgave
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.