Complexity Management in Fuzzy Systems: A Rule Base Compression Approach
Alexander Gegov
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.
Categories:
Year:
2007
Language:
english
Pages:
360
ISBN 10:
3540388850
ISBN 13:
9783540388852
Series:
Studies in Fuzziness and Soft Computing
File:
PDF, 4.35 MB
IPFS:
,
english, 2007