TY - BOOK
T1 - Complexity Management in Fuzzy Systems
T2 - A Rule Base Compression Approach
AU - Gegov, Alexander
PY - 2007/1/8
Y1 - 2007/1/8
N2 - 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.
AB - 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.
U2 - 10.1007/978-3-540-38885-2
DO - 10.1007/978-3-540-38885-2
M3 - Book
SN - 3540388834
SN - 9783540388838
SN - 9783642072512
T3 - Studies in Fuzziness and Soft Computing
BT - Complexity Management in Fuzzy Systems
PB - Springer
CY - Berlin
ER -