Using wavelet neural networks for the optimal design of electromagnetic devices

IEEE Transactions on Magnetics

Volumn 33, Issue 2 PART 2, 1997, Pages 1928-1930

  Qing, Wu ^a   Xueqin, Shen ^a   Qingxin, Yang ^a   Weili, Yan ^a  

^a HEBEI UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE ALGORITHMS; APPROXIMATION THEORY; ELECTRIC CONTACTORS; ELECTRIC EXCITATION; ELECTROMAGNETIC FIELD THEORY; FEEDFORWARD NEURAL NETWORKS; FINITE ELEMENT METHOD; FOURIER TRANSFORMS; LEARNING SYSTEMS; MACHINE DESIGN; OPTIMIZATION; WAVELET TRANSFORMS;

ALTERNATING CURRENT (AC) VACUUM CONTACTORS; WAVELET NEURAL NETWORKS;

MAGNETIC DEVICES;

EID: 0031096393     PISSN: 00189464     EISSN: None     Source Type: Journal    
DOI: 10.1109/20.582669     Document Type: Article

References (10)

1. S.Ratnajeevan H.Hoole, "Artificial Neural Networks in the Solution of Inverse Electromagnetic Field Problems", IEEE Trans. Mag., Vol. 29, No. 2, pp. 1931-1934, Sept. 1993.
2. O.A.Mohammed, D.Park, F.Uler and C.Ziqiang, "Design Optimization of Electromagnetic Devices Using Artificial Neural Networks", IEEE Trans. Magn., Vol. 28, No. 5, pp. 2805-2807, Sept. 1992.
3. K.Homik, M.Stinchcombe and H.White, "Multilayer Feedforward Networks are Universal Approximators", Neural Networks, Vol. 2, pp359-366, 1989.
4. I.Daubechies, ""The Wavelet Transform, Time-Frequency Localization and Signal Analysis", IEEE Trans. Inform. Theory, Vol.36, No.5, pp. 961-1005, Sept 1990.
5. 2(R)", Trans. Amer. Math. Soc., Vol. 315, No. 1, pp. 69-87, 1989.
6. Chui.C.K., "An introduction to wavelets", Academic Press,San Diego,1992.
7. Y.C.Pati and P.S.Krishnaprasad, "Analysis and Synthesis of Feedforward Neural Networks Using Discrete Affine Wavelet Transformations", IEEE Trans. Neural Networks, Vol. 4, No. 1, 1993.
8. Q.Zhang and A. Benveniste, "Wavelet Networks", IEEE Trans. Neural Networks, Vol. 4, No. 6, 1992.
9. Yan Weili, Yang Qingxin, et al., "Finite Element Analysis for Static and Dynamic Characteristics of Electromagnets", IEEE Trans. Mag., Vol. 24, No. 1, pp. 282-285, Sept 1988.
10. Yan Weili, Zhang NaiKuan, et al., "Finite Element Dynamic Analysis for D.C. Excitation System in Vacuum Contactor", Proceedings of the International Conference on Electrical Contacts, Arcs, Apparatus and their Applications, Xi'an, China, pp. 355-359, May 3-7, 1989.