Title :
Precision and semantics based fuzzy identification
Author :
Chen, Yao ; Luo, Xiao ; Sun, You-Xian
Author_Institution :
Nat. Lab. of Ind. Control Technol., Zhejiang Univ., Hangzhou, China
Abstract :
We present a hybrid performance index for fuzzy identification. This hybrid index considers not only model precision but also some semantic constraints on inferred fuzzy sets. Box´s (1970) furnace data are employed to demonstrate the precision-and-semantics-based approach for fuzzy identification
Keywords :
furnaces; fuzzy set theory; identification; performance index; probability; fuzzy identification; hybrid performance index; model precision; precision; semantic constraints; Fuzzy sets; Fuzzy systems; Industrial control; Laboratories; Neural networks; Parameter estimation; Performance analysis; Predictive models; Probability distribution; Sun;
Conference_Titel :
American Control Conference, 2000. Proceedings of the 2000
Conference_Location :
Chicago, IL
Print_ISBN :
0-7803-5519-9
DOI :
10.1109/ACC.2000.878626
