Complexity management in fuzzy systems: a rule base compression approach

Research output: Book/ReportBook

Abstract

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.
Original languageEnglish
Place of PublicationBerlin
PublisherSpringer
Number of pages366
Edition211
ISBN (Print)3540388834
Publication statusPublished - 2007

Publication series

NameStudies in fuzziness and soft computing
PublisherSpringer
No.211

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