Complexity Management in Fuzzy Systems: A Rule Base...

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Complexity Management in Fuzzy Systems: A Rule Base Compression Approach

Name: Complexity Management in Fuzzy Systems: A Rule Base Compression Approach
ISBN: 9783540388852

Alexander Gegov

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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.

Categorias:

Computers - Computer Science

Ano:

2007

Idioma:

english

Páginas:

366

ISBN 10:

3540388850

ISBN 13:

9783540388852