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Volumn 5, Issue 2, 1997, Pages 76-98

Pruning backpropagation neural networks using modern stochastic optimisation techniques

Author keywords

Genetic algorithm; Neural network; Optimisation; Pruning; Simulated annealing

Indexed keywords


EID: 21744462897     PISSN: 09410643     EISSN: None     Source Type: Journal    
DOI: 10.1007/BF01501173     Document Type: Article
Times cited : (40)

References (27)
  • 4
    • 0025399567 scopus 로고
    • Identification and control of dynamical systems using neural networks
    • Narendra KS, Parthasarathy K. Identification and control of dynamical systems using neural networks. IEEE Trans on Neural Networks 1990; 1 (1): 4-27
    • (1990) IEEE Trans on Neural Networks , vol.1 , Issue.1 , pp. 4-27
    • Narendra, K.S.1    Parthasarathy, K.2
  • 5
    • 0028262840 scopus 로고
    • Application of neural networks to load-frequency control in power systems
    • Beaufays F, Abdel-Mogid Y, Widrow B. Application of neural networks to load-frequency control in power systems. Neural Networks 1994; 7 (1): 183-194
    • (1994) Neural Networks , vol.7 , Issue.1 , pp. 183-194
    • Beaufays, F.1    Abdel-Mogid, Y.2    Widrow, B.3
  • 6
    • 0028738547 scopus 로고
    • Multivariable adaptive control of unknown nonlinear dynamic systems using neural networks
    • Lake Buena Vista, FL
    • Wang D, Chai T. Multivariable adaptive control of unknown nonlinear dynamic systems using neural networks. Proc 33rd Conf on Decision and Control, Lake Buena Vista, FL, 1994, 2500-2505
    • (1994) Proc 33rd Conf on Decision and Control , pp. 2500-2505
    • Wang, D.1    Chai, T.2
  • 8
    • 0025419936 scopus 로고
    • Use of neural networks for sensor failure detection in a control system
    • April
    • Naidu RS, Zafiriou E, McAvoy TJ. Use of neural networks for sensor failure detection in a control system. IEEE Control Systems Magazine 1990; April, 49-55
    • (1990) IEEE Control Systems Magazine , pp. 49-55
    • Naidu, R.S.1    Zafiriou, E.2    McAvoy, T.J.3
  • 13
    • 0003420910 scopus 로고
    • The cascade-correlation learning architecture
    • Carnegie Mellon University
    • Fahlman SE, Lebiere C. The cascade-correlation learning architecture. Technical Report CMU-CS-90-100, Carnegie Mellon University, 1990
    • (1990) Technical Report , vol.CMU-CS-90-100
    • Fahlman, S.E.1    Lebiere, C.2
  • 14
    • 0003704314 scopus 로고
    • Design of Artificial Neural Networks Using Genetic Algorithms: Review and prospect
    • University of Sussex
    • Kuscu I, Thornton C. Design of Artificial Neural Networks Using Genetic Algorithms: review and prospect. Cognitive and Computing Sciences, University of Sussex, 1994
    • (1994) Cognitive and Computing Sciences
    • Kuscu, I.1    Thornton, C.2
  • 15
    • 84877479752 scopus 로고
    • Properties of neural networks with applications to modeling non-linear dynamical systems
    • Billings SA, Jamaluddin HB, Chen S. Properties of neural networks with applications to modeling non-linear dynamical systems. Int J Control 1992, 55 (1): 193-224
    • (1992) Int J Control , vol.55 , Issue.1 , pp. 193-224
    • Billings, S.A.1    Jamaluddin, H.B.2    Chen, S.3
  • 16
    • 84958055406 scopus 로고
    • Learning in evolutive neural architectures: An ill-posed problem? from natural to artificial neural computations
    • Springer-Verlag
    • Jutten C. Learning in evolutive neural architectures: an ill-posed problem? From natural to artificial neural computations. Int Workshop on ANN, Springer-Verlag, 1995, 361-371
    • (1995) Int Workshop on ANN , pp. 361-371
    • Jutten, C.1
  • 18
    • 0025477595 scopus 로고
    • Genetic algorithms and neural networks: Optimizing connections and connectivity
    • Whitley D, Starkweather T, Bogart C. Genetic algorithms and neural networks: optimizing connections and connectivity. Parallel Computing 1990; 14: 347-361
    • (1990) Parallel Computing , vol.14 , pp. 347-361
    • Whitley, D.1    Starkweather, T.2    Bogart, C.3
  • 19
    • 27144450041 scopus 로고
    • Neural network for system identification
    • Yaw-Terng Su, Yuh-Tay Sheen, Neural network for system identification. Int J Systems Sci 1992; 23 (12): 2171-2186
    • (1992) Int J Systems Sci , vol.23 , Issue.12 , pp. 2171-2186
    • Su, Y.-T.1    Sheen, Y.-T.2
  • 20
    • 0003652104 scopus 로고
    • Optimization of the Backpropagation Algorithm for Training Multilayer Perceptrons
    • University of Koblenz
    • Schiffmann W, Joost M, Werner R. Optimization of the Backpropagation Algorithm for Training Multilayer Perceptrons. Technical Report, University of Koblenz, 1992
    • (1992) Technical Report
    • Schiffmann, W.1    Joost, M.2    Werner, R.3
  • 23


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.