Formal simplification of fuzzy rule based systems

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)peer-review

Abstract

As opposed to Chapters 4-8, which deal mainly with qualitative complexity in fuzzy systems, the current chapter is dedicated to the problem of quantitative complexity. However, the material presented here is a natural extension of the concepts introduced earlier in relation to qualitative complexity. In this context, the overall complexity management process in fuzzy systems has to be seen as a general framework whereby we first use formal presentation, manipulation and transformation techniques to address the qualitative complexity in fuzzy systems and then use formal simplification techniques to deal with the quantitative complexity.

Original languageEnglish
Title of host publicationComplexity Management in Fuzzy Systems
Subtitle of host publicationA Rules Base Compression Approach
PublisherSpringer
Chapter9
Pages269-340
Number of pages72
Edition1st
ISBN (Electronic)9783540388852
ISBN (Print)3540388834, 9783540388838
DOIs
Publication statusPublished - 2 Jun 2007

Publication series

NameStudies in Fuzziness and Soft Computing
Volume211
ISSN (Print)1434-9922
ISSN (Electronic)1860-0808

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