Formal manipulation with special rule bases

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Abstract

The techniques for formal manipulation of fuzzy rule bases introduced in the previous chapter facilitate the complexity management in fuzzy systems. These techniques allow the compressed information about the fuzzy system contained in the Boolean matrix and the binary relation to be reorganised for the purpose of analysis or synthesis. This reorganisation is carried out by representing a single operand rule base with a couple of product rule bases, or alternatively, by representing a couple of operand rule bases with a single product rule base. In either case, no special requirements are usually placed on the corresponding operand or product rule bases, i.e. the latter may be any arbitrary rule bases.

Original languageEnglish
Title of host publicationComplexity Management in Fuzzy Systems
Subtitle of host publicationA Rules Base Compression Approach
PublisherSpringer
Chapter6
Pages115-151
Number of pages37
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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