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Volumn 40, Issue 2 II, 2004, Pages 1160-1163

A pruning method for neural networks and its application for optimization in electromagnetics

Author keywords

Neural networks; Optimization and design; Pruning

Indexed keywords

ALGORITHMS; ELECTROMAGNETISM; FUNCTIONS; LOUDSPEAKERS; MAGNETS; MATHEMATICAL MODELS; OPTIMIZATION; TOPOLOGY;

EID: 2342446706     PISSN: 00189464     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMAG.2004.825329     Document Type: Article
Times cited : (2)

References (7)
  • 1
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    • T. Ebner, C. Magele, B. R. Brandstaetter, and K. Richter, "Utilizing feed forward neural networks for the acceleration of global optimization procedures," IEEE Trans. Magn., vol. 34, pp. 2928-2931, Sept. 1998.
    • (1998) IEEE Trans. Magn. , vol.34 , pp. 2928-2931
    • Ebner, T.1    Magele, C.2    Brandstaetter, B.R.3    Richter, K.4
  • 2
    • 0036493749 scopus 로고    scopus 로고
    • An improved method using radial basis function neural networks to speed up optimization algorithms
    • Mar.
    • M. Bazan, M. Aleksa, and S. Russenschunk, "An improved method using radial basis function neural networks to speed up optimization algorithms," IEEE Trans. Magn., vol. 38, pp. 1081-1084, Mar. 2002.
    • (2002) IEEE Trans. Magn. , vol.38 , pp. 1081-1084
    • Bazan, M.1    Aleksa, M.2    Russenschunk, S.3
  • 3
    • 0027662338 scopus 로고
    • Pruning algorithms - A survey
    • May
    • R. Reed, "Pruning algorithms - a survey," IEEE Trans. Neural Networks, vol. 4, pp. 740-746, May 1993.
    • (1993) IEEE Trans. Neural Networks , vol.4 , pp. 740-746
    • Reed, R.1
  • 5
    • 0034331142 scopus 로고    scopus 로고
    • Improving generalization of MLP's with multi-objective optimization
    • R. A. Teixeira, A. P. Braga, R. H. C. Takahashi, and R. R. Saldanha, "Improving generalization of MLP's with multi-objective optimization," Neurocomput., vol. 35, no. 1-4, pp. 189-194, 2000.
    • (2000) Neurocomput. , vol.35 , Issue.1-4 , pp. 189-194
    • Teixeira, R.A.1    Braga, A.P.2    Takahashi, R.H.C.3    Saldanha, R.R.4
  • 7
    • 0033184047 scopus 로고    scopus 로고
    • Optimization of electromagnetic devices using computational intelligence techniques
    • Sept.
    • K. Rashid, J. A. Ramírez, and E. M. Freeman, "Optimization of electromagnetic devices using computational intelligence techniques," IEEE Trans. Magn., vol. 35, pp. 3727-3729, Sept. 1999.
    • (1999) IEEE Trans. Magn. , vol.35 , pp. 3727-3729
    • Rashid, K.1    Ramírez, J.A.2    Freeman, E.M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.