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Volumn 2, Issue 4, 2003, Pages 283-296

Improving neural network models of physical systems through dimensional analysis

Author keywords

Concise models; Dimensional analysis; Functional link; Neural networks; Physical systems

Indexed keywords

COMPUTATIONAL COMPLEXITY; DATA ACQUISITION; FUNCTIONS; INFORMATION ANALYSIS; LEARNING SYSTEMS; MATHEMATICAL MODELS; PARAMETER ESTIMATION;

EID: 15944373500     PISSN: 15684946     EISSN: None     Source Type: Journal    
DOI: 10.1016/S1568-4946(02)00061-3     Document Type: Article
Times cited : (16)

References (20)
  • 4
    • 0024964958 scopus 로고
    • Transverse vibrations and stability of polar orthotropic circular plates: High-level relationships
    • D.J. Gunaratnam, A.P. Bhattacharya, Transverse vibrations and stability of polar orthotropic circular plates: high-level relationships, J. Sound Vib. 137 (3) (1989) 383-392.
    • (1989) J. Sound Vib. , vol.137 , Issue.3 , pp. 383-392
    • Gunaratnam, D.J.1    Bhattacharya, A.P.2
  • 6
  • 7
    • 0031193540 scopus 로고    scopus 로고
    • On topology size and generalisation of non-linear feed-forward neural networks
    • S. Rudolph, On topology size and generalisation of non-linear feed-forward neural networks, Neurocomputing 16 (1997) 1-22.
    • (1997) Neurocomputing , vol.16 , pp. 1-22
    • Rudolph, S.1
  • 8
    • 0028272583 scopus 로고
    • Effect of representation on the performance of neural networks in structural engineering applications
    • D.J. Gunaratnam, J. Gero, Effect of representation on the performance of neural networks in structural engineering applications, Microcomputers Civil Eng. 9 (1994) 97-108.
    • (1994) Microcomputers Civil Eng. , vol.9 , pp. 97-108
    • Gunaratnam, D.J.1    Gero, J.2
  • 9
    • 0029417725 scopus 로고
    • Incorporating domain knowledge in neural network learning
    • C.H. Dagli (Ed.), ASME (Mech. Engineers), New York
    • D.J. Gunaratnam, J.H. Garrett, Incorporating domain knowledge in neural network learning, in: C.H. Dagli (Ed.), Intelligent Engineering Systems Through Artificial Neural Networks, vol. 5, ASME (Mech. Engineers), New York, 1995, pp. 203-208.
    • (1995) Intelligent Engineering Systems Through Artificial Neural Networks , vol.5 , pp. 203-208
    • Gunaratnam, D.J.1    Garrett, J.H.2
  • 14
    • 0025494589 scopus 로고
    • Qualitative physics using dimensional analysis
    • R. Bhaskar, A. Nigam, Qualitative physics using dimensional analysis, Artif. Intell. 45 (1-2) (1990) 73-111.
    • (1990) Artif. Intell. , vol.45 , Issue.1-2 , pp. 73-111
    • Bhaskar, R.1    Nigam, A.2
  • 16
    • 15944373677 scopus 로고    scopus 로고
    • Dimensionality reduction in neural network modelling using dimensional theory and genetic algorithm
    • C.H. Dagli (Ed.), ASME (Mech. Engineers), New York
    • D.J. Gunaratnam, T. Degroff, F. Fricke, Dimensionality reduction in neural network modelling using dimensional theory and genetic algorithm, in: C.H. Dagli (Ed.), Intelligent Engineering Systems Through Artificial Neural Networks, vol. 10, ASME (Mech. Engineers), New York, 2000, pp. 133-138.
    • (2000) Intelligent Engineering Systems Through Artificial Neural Networks , vol.10 , pp. 133-138
    • Gunaratnam, D.J.1    Degroff, T.2    Fricke, F.3
  • 17
    • 15944364898 scopus 로고    scopus 로고
    • Grammar-guided genetic programming and dimensional consistency: Application to non-parametric identification in mechanics
    • A. Ratle, M. Sebag, Grammar-guided genetic programming and dimensional consistency: application to non-parametric identification in mechanics. Appl. Soft Comput. 1 (2001) 105-118.
    • (2001) Appl. Soft Comput. , vol.1 , pp. 105-118
    • Ratle, A.1    Sebag, M.2
  • 19


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.