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Complexity Management in Fuzzy Systems: A Rule Base Compression Approach

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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.

Author(s): Alexander Gegov
Series: Studies in Fuzziness and Soft Computing
Year: 2007

Language: English
Pages: 360