Optimization of electromagnetic devices using sensitivity information fromclustered neuro-fuzzy models

Authors
Rashid, K Ramirez, JA Freeman, EM
Citation
K. Rashid et al., Optimization of electromagnetic devices using sensitivity information fromclustered neuro-fuzzy models, IEEE MAGNET, 37(5), 2001, pp. 3575-3578
Citations number
7
Categorie Soggetti
Apllied Physucs/Condensed Matter/Materiales Science
Journal title
IEEE TRANSACTIONS ON MAGNETICS
ISSN journal
00189464 → ACNP
Volume
37
Issue
5
Year of publication
2001
Part
1
Pages
3575 - 3578
Database
ISI
SICI code
0018-9464(200109)37:5<3575:OOEDUS>2.0.ZU;2-P
Abstract
The extraction of sensitivity information from a clustered neuro-fuzzy mode l is addressed in this paper. Subsequently, this permits the application of deterministic methods on the approximated objective function, significantl y improving the optimization process. Results from an analytical and a prac tical electromagnetic problem, which show the applicability of the formulat ion, are presented.