Complexity Management in Fuzzy Systems: A Rule Base Compression Approach: 211 - Rilegato

Gegov, Alexander

 
9783540388838: Complexity Management in Fuzzy Systems: A Rule Base Compression Approach: 211
Rilegato
ISBN 10: 3540388834 ISBN 13: 9783540388838
Casa editrice: Springer Nature, 2007

Sinossi

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.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Dalla quarta di copertina

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, which are illustrated by algorithms as well as results from numerous examples and two case studies. The results are directly applicable or easily extendable to a wide class of fuzzy systems and detailed benchmarks for expanding these systems to new areas such as fuzzy networks and fuzzy multi-agent systems are introduced. The intended readers are people from both academia and industry, who would be interested in building and implementing advanced fuzzy systems.

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
Springer Nature
Data di pubblicazione
2007
Lingua
Inglese
ISBN 10 
3540388834
ISBN 13 
9783540388838
Rilegatura
Copertina rigida
Numero di pagine
351
Contatto del produttore
non disponibile
Persona responsabile
CMN Printpool Inh. Mathis Neumann
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

Friedrich-Karl-Str. 9
Hamburg
Germania

Altre edizioni note dello stesso titolo

9783642072512: Complexity Management in Fuzzy Systems: A Rule Base Compression Approach: 211

Edizione in evidenza

ISBN 10:  3642072518 ISBN 13:  9783642072512
Casa editrice: Springer, 2010
Brossura