Title :
Optimization of electromagnetic devices using computational intelligence techniques
Author :
Rashid, K. ; Ramirez, J.A. ; Freeman, E.M.
Author_Institution :
Dept. of Electr. & Electron. Eng., Imperial Coll. of Sci., Technol. & Med., London, UK
fDate :
9/1/1999 12:00:00 AM
Abstract :
This paper describes the use of computational intelligence techniques, in particular neuro-fuzzy systems and genetic algorithms, for modeling and optimizing electromagnetic devices with a high number of variables. A seven variable loudspeaker problem is investigated. The results obtained indicate the applicability of the various approaches
Keywords :
artificial intelligence; electromagnetic devices; fuzzy neural nets; genetic algorithms; computational intelligence techniques; electromagnetic devices; genetic algorithms; neuro-fuzzy systems; seven variable loudspeaker problem; Artificial intelligence; Competitive intelligence; Computational intelligence; Educational institutions; Electromagnetic coupling; Electromagnetic devices; Electromagnetic modeling; Fuzzy neural networks; Genetic algorithms; Predictive models;
Journal_Title :
Magnetics, IEEE Transactions on
