메뉴 건너뛰기




Volumn 3, Issue , 1999, Pages 2022-2027

G-Prop-II: Global optimization of multilayer perceptrons using GAs

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; BACKPROPAGATION; ELECTRIC LOADS; GLOBAL OPTIMIZATION;

EID: 84901465300     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.1999.785523     Document Type: Conference Paper
Times cited : (14)

References (31)
  • 2
    • 84943274699 scopus 로고
    • A direct adaptive method for faster backpropagation learning: The RPROP algorithm
    • Ruspini, H., Ed., San Francisco
    • M. Ricdmiller and H. Braun. A Direct Adaptive Method for Faster Backpropagation Learning: The RPROP Algorithm. In Ruspini, H., (Ed.) Proc. of the ICNN93, San Francisco, pp. 586-591, 1993.
    • (1993) Proc. of the ICNN93 , pp. 586-591
    • Ricdmiller, M.1    Braun, H.2
  • 5
    • 0002702865 scopus 로고    scopus 로고
    • Towards designing artificial neural networks by evolution
    • Xin Yao and Yong Liu. Towards Designing Artificial Neural Networks by Evolution. Applied Mathematics and Computation, 91(1):83-90, 1998.
    • (1998) Applied Mathematics and Computation , vol.91 , Issue.1 , pp. 83-90
    • Yao, X.1    Liu, Y.2
  • 8
    • 0027574256 scopus 로고
    • A review of evolutionary artificial neural networks
    • April
    • Xin Yao. A review of evolutionary artificial neural networks. International Journal of Intelligent Systems, 8(4):539-67, April 1993.
    • (1993) International Journal of Intelligent Systems , vol.8 , Issue.4 , pp. 539-567
    • Yao, X.1
  • 9
    • 0000155950 scopus 로고
    • The cascade-correlation learning architecture
    • D. S. ed Morgan-Kauffman
    • S. Fahlman and C. Lebière. The Cascade-Correlation Learning Architecture. Neural Information Systems 2. Touretzky, D. S. (ed) Morgan-Kauffman, 524-532, 1990.
    • (1990) Neural Information Systems 2. Touretzky , pp. 524-532
    • Fahlman, S.1    Lebière, C.2
  • 11
    • 0031891445 scopus 로고    scopus 로고
    • A sequential learning approach for single hidden layer neural networks
    • 1997
    • J. Zhang; A. Morris. A sequential learning approach for single hidden layer neural networks. Neural Networks 11 (1997) 65-80, 1997.
    • (1997) Neural Networks , vol.11 , pp. 65-80
    • Zhang, J.1    Morris, A.2
  • 13
    • 21844526181 scopus 로고
    • Analysis of pruning in backpropagation networks for artificial and real world mapping problems
    • T. Jasic and H. Poh. Analysis of Pruning in Backpropagation Networks for Artificial and Real World Mapping Problems. IWANN95. Lectures Notes in Computer Science, vol. 930, 239-245, 1995.
    • (1995) IWANN95. Lectures Notes in Computer Science , vol.930 , pp. 239-245
    • Jasic, T.1    Poh, H.2
  • 16
    • 0000833730 scopus 로고
    • Optimal brain surgeon: Extensions and performance comparisons
    • B. Hassibi; D. G. Stork; G. Wolff; T. Watanabe. Optimal Brain Surgeon: extensions and performance comparisons. In NlPS6, pp. 263-270, 1994.
    • (1994) NlPS6 , pp. 263-270
    • Hassibi, B.1    Stork, D.G.2    Wolff, G.3    Watanabe, T.4
  • 17
    • 0345320260 scopus 로고    scopus 로고
    • Neural classifier construction using regularization, pruning and test error estimation
    • Mads Hintz-Madsen; Lars Kai Hansen; Jan Larsen; Morten With Pedersen; Michael Larsen. Neural classifier construction using regularization, pruning and test error estimation. Neural Networks 11, 1659-1670, 1998.
    • (1998) Neural Networks , vol.11 , pp. 1659-1670
    • Hintz-Madsen, M.1    Hansen, L.K.2    Larsen, J.3    Pedersen, M.W.4    Larsen, M.5
  • 20
    • 84980029963 scopus 로고
    • GANNet: A genetic algorithm for optimizing topology and weights in neural network design
    • David White and Panos Ligomenides. GANNet: A Genetic Algorithm for Optimizing Topology and Weights in Neural Network Design. IWANN93. Lectures Notes in Computer Science, vol. 686, 322-327, 1993.
    • (1993) IWANN93. Lectures Notes in Computer Science , vol.686 , pp. 322-327
    • White, D.1    Ligomenides, P.2
  • 21
    • 0031281425 scopus 로고    scopus 로고
    • Coupling weight elimination with genetic algorithms to reduce network size and preserve generalization
    • 1997
    • G. Bebis; M. Georgiopoulos; T. Kasparis. Coupling weight elimination with genetic algorithms to reduce network size and preserve generalization. Neurocomputing 17 (1997) 167-194, 1997.
    • (1997) Neurocomputing , vol.17 , pp. 167-194
    • Bebis, G.1    Georgiopoulos, M.2    Kasparis, T.3
  • 24
    • 84901477646 scopus 로고    scopus 로고
    • SA-Prop: Optimization of multilayer pcrceptron parameters using simulated annealing
    • Submitted to
    • P. A. Castillo; J. González; J. J. Merelo; V. Rivas; G. Romero; A. Prieto. SA-Prop: Optimization of Multilayer Pcrceptron Parameters using Simulated Annealing. Submitted to IWANN99, 1998.
    • (1998) IWANN99
    • Castillo, P.A.1    González, J.2    Merelo, J.J.3    Rivas, V.4    Romero, G.5    Prieto, A.6
  • 25
    • 0003389370 scopus 로고
    • The GENITOR Algorithm and Selection Presure: Why rank-based allocation of reproductive trials is best
    • J. D. Schaffer Ed., Morgan Kauffmann, Publishers
    • D. Whitley. The GENITOR Algorithm and Selection Presure: Why rank-based allocation of reproductive trials is best, in J. D. Schaffer (Ed.), Proceedings of The Third International Conference on Genetic Algorithms, Morgan Kauffmann, Publishers, 116-121, 1989.
    • (1989) Proceedings of the Third International Conference on Genetic Algorithms , pp. 116-121
    • Whitley, D.1
  • 27
    • 0028518652 scopus 로고
    • Accelerating the standard backpropagation method using a genetic approach
    • Werner Kinnebrock. Accelerating the standard backpropagation method using a genetic approach. Neurocomputing, 6, 583-588, 1994.
    • (1994) Neurocomputing , vol.6 , pp. 583-588
    • Kinnebrock, W.1
  • 28
    • 0003085879 scopus 로고
    • Pattern recognition via linear programming: Theory and application to medical diagnosis
    • Thomas E Coleman and Yuying Li, editors, S1AM Publications, Philadelphia 1990
    • O. L. Mangasarian; R. Setiono and W. H. Wolberg. Pattern recognition via linear programming: Theory and application to medical diagnosis. Large-scale numerical optimization, Thomas E Coleman and Yuying Li, editors, S1AM Publications, Philadelphia 1990, pp 22-30, 1990.
    • (1990) Large-scale Numerical Optimization , pp. 22-30
    • Mangasarian, O.L.1    Setiono, R.2    Wolberg, W.H.3
  • 30
    • 0032142733 scopus 로고    scopus 로고
    • Automatic classification of biological particles from electron-microscopy images using conventional and genetic-algorithm optimized learning vector quantization
    • 1998
    • J. J. Merelo; A. Prieto; F. Morán; R. Marabini and J. M Carazo. Automatic Classification of Biological Particles from Electron-microscopy Images Using Conventional and Genetic-algorithm Optimized Learning Vector Quantization. Neural Proccessing Letters 8:55-65, 1998, 1998.
    • (1998) Neural Proccessing Letters , vol.8 , pp. 55-65
    • Merelo, J.J.1    Prieto, A.2    Morán, F.3    Marabini, R.4    Carazo, J.M.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.