DocumentCode
1535206
Title
Optimization of electromagnetic devices using sensitivity information from clustered neuro-fuzzy models
Author
Rashid, Kashif ; Ramírez, Jaime A. ; Freeman, Ernest M.
Author_Institution
Imperial Coll. of Sci., Technol. & Med., London, UK
Volume
37
Issue
5
fYear
2001
fDate
9/1/2001 12:00:00 AM
Firstpage
3575
Lastpage
3578
Abstract
The extraction of sensitivity information from a clustered neuro-fuzzy model is addressed in this paper. Subsequently, this permits the application of deterministic methods on the approximated objective function, significantly improving the optimization process. Results from an analytical and a practical electromagnetic problem, which show the applicability of the formulation, are presented
Keywords
electromagnetic devices; fuzzy neural nets; optimisation; approximated objective function; clustered neuro-fuzzy models; deterministic methods; electromagnetic devices; electromagnetic problem; optimization process; sensitivity information; Data mining; Electromagnetic analysis; Electromagnetic devices; Fuzzy neural networks; Input variables; Optimization methods; Physics computing; Predictive models; Signal generators; Stochastic processes;
fLanguage
English
Journal_Title
Magnetics, IEEE Transactions on
Publisher
ieee
ISSN
0018-9464
Type
jour
DOI
10.1109/20.952665
Filename
952665
Link To Document