Optimization of electromagnetic devices using a combined finite element/neural network approach with on-line training

COMPEL - The International Journal for Computation and Mathematics in Electrical and Electronic Engineering

Volumn 18, Issue 3, 1999, Pages 266-274

  Seguin, J ^a   Dandurand, F ^a   Lowther, D A ^a   Sykulski, J K ^b  

^a MCGILL UNIVERSITY   (Canada)

^b UNIVERSITY OF SOUTHAMPTON   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ERROR ANALYSIS; FINITE ELEMENT METHOD; KNOWLEDGE BASED SYSTEMS; LEARNING SYSTEMS; MAGNETIC CIRCUITS; MATHEMATICAL MODELS; NEURAL NETWORKS; ONLINE SYSTEMS; OPTIMIZATION; SENSITIVITY ANALYSIS;

ELECTROMAGNETIC DEVICES;

ELECTROMAGNETISM;

EID: 0032649571     PISSN: 03321649     EISSN: None     Source Type: Journal    
DOI: 10.1108/03321649910274801     Document Type: Article

References (6)

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2. Dandurand, F. and Lowther, D.A. (1998), "Electromagnetic device performance identification using knowledge based neural networks", Proceedings of the IEEE Conference on Electromagnetic Field Computation, Tucson, AZ, June.
3. Dyck, D.N., Lowther, D.A. and Freeman, E.M. (1994), "A method of computing the sensitivity of electromagnetic quantities to changes in materials and sources", IEEE Transactions on Magnetics, Vol. 30 No. 5, pp. 3415-18.
4. Ebner, T., Magele, C., Brandstätter, B.R. and Richter, K.R. (1998), "Utilizing feed forward neural networks for acceleration of global optimization procedures", IEEE Transactions on Magnetics, Vol. 34 No. 5, pp. 2928-31.
5. Haykin, S. (1999), Neural Networks: A Comprehensive Foundation, Prentice-Hall, Englewood Cliffs, NJ.
6. Ratner, I., Ali, H.O., Pteriu, E.M. and Eatherley, G. (1996), "Neural network modelling of electromagnetic field problems", 1996 International Workshop on Neural Networks for Identification, Control, Robotics and Signal/Image Processing, Venice, Italy, August, pp. 387-91.